2003-2010
2024 Group Meeting--Presented Paper
2023 Group Meeting--Presented Paper
2022 Group Meeting--Presented Paper
2021 Group Meeting--Presented Paper
2020 Group Meeting--Presented Paper
2019 Group Meeting--Presented Paper
2018 Group Meeting--Presented Paper
2017 Group Meeting--Presented Paper
2016 Group Meeting--Presented Paper
2015 Group Meeting--Presented Paper
2014 Group Meeting--Presented Paper
2013 Group Meeting--Presented Paper
2012 Group Meeting--Presented Paper
2011 Group Meeting--Presented Paper
| Date | Speaker | Paper | Download |
| 04-02 | Hsuan, Lu | Text Is All You Need: Learning Language Representations for Sequential Recommendation |
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| Date | Speaker | Paper | Download |
| 03-26 | Yu-Zhi, Liu | Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks |
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| Date | Speaker | Paper | Download |
| 03-19 | Shu-Ming, Yu | Parallel Refinements for Lexically Constrained Text Generation with BART |
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| Date | Speaker | Paper | Download |
| 03-12 | Yang-Yi, Lin | Self-supervised Contrastive Enhancement with Symmetric Few-shot Learning Towers for Cold-start News Recommendation |
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| Date | Speaker | Paper | Download |
| 03-05 | Ting-I, Weng | TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation |
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| Date | Speaker | Paper | Download |
| 02-27 | CHI-YU,FAN | PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training |
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| Date | Speaker | Paper | Download |
| 02-20 | Siao-You, Chen | Contrastive Collaborative Filtering for Cold-Start Item Recommendation |
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| Date | Speaker | Paper | Download |
| 02-02 | Hsuan, Lu | Explainable Recommendation with Personalized Review Retrieval and Aspect Learning |
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| Date | Speaker | Paper | Download |
| 01-19 | Yu-Zhi, Liu | ColdNAS- Search to Modulate for User Cold-Start Recommendation |
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| Date | Speaker | Paper | Download |
| 01-12 | Shu-Ming, Yu | Friendly Conditional Text Generator |
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| Date | Speaker | Paper | Download |
| 01-05 | Yang-Yi, Lin | TAML: Time-Aware Meta Learning for Cold-Start Problem in News Recommendation |
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| Date | Speaker | Paper | Download |
| 12-19 | Ting-I, Weng | Neighborhood-Regularized Self-Training for Learning with Few Labels |
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| Date | Speaker | Paper | Download |
| 12-12 | CHI-YU,FAN | Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification |
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| Date | Speaker | Paper | Download |
| 12-05 | Siao-You, Chen | CT4Rec: Simple yet Effective Consistency Training for Sequential Recommendation |
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| Date | Speaker | Paper | Download |
| 11-28 | Hsuan, Lu | UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation |
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| Date | Speaker | Paper | Download |
| 11-21 | Yu-Zhi, Liu | MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification |
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| Date | Speaker | Paper | Download |
| 11-07 | Shu-Ming, Yu | Personalized Transformer for Explainable Recommendation |
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| Date | Speaker | Paper | Download |
| 10-24 | Yang-Yi, Lin | M2EU Meta Learning for Cold-start Recommendation via Enhancing User Preference Estimation |
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| Date | Speaker | Paper | Download |
| 10-17 | Ting-I, Weng | LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification |
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| Date | Speaker | Paper | Download |
| 10-09 | CHI-YU, FAN | Prototypical Verbalizer for Prompt-based Few-shot Tuning |
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| Date | Speaker | Paper | Download |
| 09-26 | Shu-Ming, Yu | UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in Recommendation |
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| Date | Speaker | Paper | Download |
| 09-19 | Yang-Yi, Lin | Multimodal Meta-Learning for Cold-Start Sequential Recommendation |
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| Date | Speaker | Paper | Download |
| 09-12 | Ting-I, Weng | Prototype-Guided Pseudo Labeling for Semi-Supervised Text Classification |
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| Date | Speaker | Paper | Download |
| 09-05 | CHI-YU, FAN | MVP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction |
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| Date | Speaker | Paper | Download |
| 08-29 | Shu-Ming, Yu | Towards Universal Cross-Domain Recommendation |
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| Date | Speaker | Paper | Download |
| 08-22 | Yang-Yi, Lin | Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation |
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| Date | Speaker | Paper | Download |
| 08-14 | Ting-I, Weng | D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias |
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| Date | Speaker | Paper | Download |
| 08-08 | Chi-Yu-Fan | Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach |
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| Date | Speaker | Paper | Download |
| 07-12 | Shu-Ming, Yu | Personalized Transfer of User Preferences for Cross-domain Recommendation |
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| Date | Speaker | Paper | Download |
| 06-27 | Yang-Yi, Lin | Target Interest Distillation for Multi-Interest Recommendation |
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| Date | Speaker | Paper | Download |
| 06-06 | Ting-I,Weng | Virtual Augmentation Supported Contrastive Learning of Sentence Representations |
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| Date | Speaker | Paper | Download |
| 05-30 | Chi-Yu-Fan | PROMPTDA : Label-guided Data Augmentation for Prompt-based Few Shot Learners |
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| Date | Speaker | Paper | Download |
| 05-23 | Hsiang-Hui Chou | Next Point-of-Interest Recommendation for Cold-start Users with Spatial-temporal Meta-Learning |
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| Date | Speaker | Paper | Download |
| 05-09 | Xiao-Yuan, Hung | SimCSE:Simple Contrastive Learning of Sentence Embeddings |
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| Date | Speaker | Paper | Download |
| 05-02 | Hsiao-Ting,Huang | Making Pre-trained Language Models Better Few-shot Learners |
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| Date | Speaker | Paper | Download |
| 04-25 | Zi-Xin, Chen | Supporting Clustering with Contrastive Learning |
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| Date | Speaker | Paper | Download |
| 04-11 | Shu-Ming, Yu | Review-Based Domain Disentanglement without Duplicate Users or Contexts for Cross-Domain Recommendation |
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| Date | Speaker | Paper | Download |
| 03-21 | Yang-Yi, Lin | Time Lag Aware Sequential Recommendation |
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| Date | Speaker | Paper | Download |
| 03-14 | Ting-I,Weng | NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction |
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| Date | Speaker | Paper | Download |
| 03-07 | Chi-Yu-Fan | Cross-Domain Aspect Extraction using Transformers Augmented with Knowledge Graphs |
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| Date | Speaker | Paper | Download |
| 02-21 | Hsiang-Hui Chou | Cold-start Sequential Recommendation via Meta Learner |
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| Date | Speaker | Paper | Download |
| 01-31 | Xiao-Yuan, Hung | Zoom Out and Observe: News Environment Perception for Fake News Detection |
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| Date | Speaker | Paper | Download |
| 01-10 | Hsiao-Ting Huang | Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference |
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| Date | Speaker | Paper | Download |
| 01-03 | Zi-Xin, Chen | DeepECT: The Deep Embedded Cluster Tree |
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| Date | Speaker | Paper | Download |
| 12-20 | Shu-Ming, Yu | Tiger: Transferable Interest Graph Embedding for Domain-Level Zero-Shot Recommendation |
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| Date | Speaker | Paper | Download |
| 12-13 | Yang-Yi, Lin | Temporal Contrastive Pre-Training for Sequential Recommendation |
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| Date | Speaker | Paper | Download |
| 12-06 | Ting-I,Weng | CBML- A Cluster-based Meta-learning Model for Session-based Recommendation |
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| Date | Speaker | Paper | Download |
| 11-29 | Chi-Yu-Fan | Open-Domain Aspect-Opinion Co-Mining with Double-Layer Span Extraction |
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| Date | Speaker | Paper | Download |
| 11-07 | Hsiang-Hui Chou | Towards Universal Sequence Representation Learning for Recommender Systems |
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| Date | Speaker | Paper | Download |
| 10-25 | Hsiao-Ting,Huang | Accurate and Explainable Recommendation via Review Rationalization |
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| Date | Speaker | Paper | Download |
| 10-11 | Zi-Xin, Chen | Unsupervised Deep Embedding for Clustering Analysis |
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| Date | Speaker | Paper | Download |
| 10-04 | Hsiang-Hui Chou | Translating Embeddings for Modeling Multi-relational Data |
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| Date | Speaker | Paper | Download |
| 09-27 | Xiao-Yuan, Hung | Hierarchical Multi-modal Contextual Attention Network for Fake News Detection |
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| Date | Speaker | Paper | Download |
| 09-20 | Hsiao-Ting Huang | A Review-aware Graph Contrastive Learning Framework for Recommendation |
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| Date | Speaker | Paper | Download |
| 09-13 | Zi-Xin, Chen | Deep Clustering based on a Mixture of Autoencoders |
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| Date | Speaker | Paper | Download |
| 09-06 | Hsiang-Hui Chou | Decomposed Collaborative Filtering: Modeling Explicit and Implicit Factors For Recommender Systems |
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| Date | Speaker | Paper | Download |
| 08-23 | Xiao-Yuan, Hung | Transformer and BERT,GPT series |
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| Date | Speaker | Paper | Download |
| 08-16 | Hsiao-Ting Huang | Counterfactual Review-based Recommendation |
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| Date | Speaker | Paper | Download |
| 08-08 | Zi-Xin, Chen | Catalysis Clustering with GAN by Incorporating Domain Knowledge |
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| Date | Speaker | Paper | Download |
| 07-19 | Hsiang-Hui Chou | PNMTA: A Pretrained Network Modulation and Task Adaptation Approach for User Cold-Start Recommendation |
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| Date | Speaker | Paper | Download |
| 07-12 | Xiao-Yuan, Hung | PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support |
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| Date | Speaker | Paper | Download |
| 06-28 | Hsiao-Ting Huang | Improving Neural Question Generation using Deep Linguistic Representation |
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| Date | Speaker | Paper | Download |
| 06-07 | Hsiang Hui Chou | Popularity-Enhanced News Recommendation with Multi-View Interest Representation |
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| Date | Speaker | Paper | Download |
| 05-24 | Xiao-Yuan, Hung | PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity |
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| Date | Speaker | Paper | Download |
| 05-17 | Hsiao-Ting Huang | Textual Reasoning for Product-Aware Answer Generation |
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| Date | Speaker | Paper | Download |
| 05-10 | Zi-Xin, Chen | Neural Instant Search for Music and Podcast |
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| Date | Speaker | Paper | Download |
| 04-26 | Razer Fang | ConsistSum Unsupervised Opinion Summarization with the |
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| Date | Speaker | Paper | Download |
| 04-19 | Cheng-Wei-Chen | Déjà vu_ A Contextualized Temporal Attention Mechanism for Sequential Recommendation |
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| Date | Speaker | Paper | Download |
| 04-12 | Hsiang Hui Chou | Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer |
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| Date | Speaker | Paper | Download |
| 03-15 | Xiao-Yuan, Hung | HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation |
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| Date | Speaker | Paper | Download |
| 03-08 | Hsiao-Ting Huang | Asking Questions the Human Way |
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| Date | Speaker | Paper | Download |
| 02-22 | Zi-Xin, Chen | Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification |
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| Date | Speaker | Paper | Download |
| 02-15 | Wen Po Jen | Sequential Recommendation for Cold-start Users with Meta Transitional Learning |
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| Date | Speaker | Paper | Download |
| 02-10 | Razer Fang | Transformer Reasoning Network for Personalized Review Summarization |
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| Date | Speaker | Paper | Download |
| 01-26 | Cheng-Wei-Chen | Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System |
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| Date | Speaker | Paper | Download |
| 01-11 | Hsiang-Hui Chou | Hybrid Learning to Rank for Financial Event Ranking |
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| Date | Speaker | Paper | Download |
| 01-04 | Xiao-Yuan, Hung | Cross-Market Product Recommendation |
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| Date | Speaker | Paper | Download |
| 12-28 | Hsiao-Ting Huang | Socially-Aware Self-Supervised Tri-Training for Recommendation |
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| Date | Speaker | Paper | Download |
| 12-14 | Zi-Xin, Chen | Causal Understanding of Fake News Dissemination |
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| Date | Speaker | Paper | Download |
| 12-07 | Wen Po-Jen | Category-aware Collaborative Sequential Recommendation |
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| Date | Speaker | Paper | Download |
| 11-23 | rui ze Fang | Abstractive Opinion Tagging |
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| Date | Speaker | Paper | Download |
| 11-16 | CHENG-WEI,CHEN | Time Interval Aware Self-Attention for Sequential Recommendation |
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| Date | Speaker | Paper | Download |
| 11-09 | Wen Po-Jen | Multi-view Denoising Graph Auto-Encoders on Heterogeneous |
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| Date | Speaker | Paper | Download |
| 11-02 | rui ze Fang | Informative and Controllable Opinion Summarization |
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| Date | Speaker | Paper | Download |
| 10-25 | CHENG-WEI,CHEN | AliCoCo: Alibaba E-commerce Cognitive Concept Net |
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| Date | Speaker | Paper | Download |
| 10-19 | PoJenWen | HGAMN Heterogeneous Graph Attention Matching Network for Multilingual POI Retrieval at Baidu Maps |
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| Date | Speaker | Paper | Download |
| 10-05 | rui ze Fang | Controllable Generation from Pre-trained Language Models via Inverse Prompting |
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| Date | Speaker | Paper | Download |
| 09-30 | Razer Fang | Diverse and Specific Clarification Question Generation with Keywords |
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| Date | Speaker | Paper | Download |
| 09-27 | Cheng-Wei-Chen | Conceptualize and Infer User Needs in E-commerce |
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| Date | Speaker | Paper | Download |
| 09-13 | PoJenWen | Curriculum Meta-Learning for Next POI Recommendation |
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| Date | Speaker | Paper | Download |
| 08-23 | CHENG-WEI,CHEN | A Request-level Guaranteed Delivery Advertising Planning_Forecasting and Allocation |
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| Date | Speaker | Paper | Download |
| 08-02 | Wen Po Jen | Competitive Analysis for Points of Interest |
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| Date | Speaker | Paper | Download |
| 07-19 | rui ze Fang | Leveraging Meta-path based Context for Top-N Recommendation with A Neural Co-Attention Model |
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| Date | Speaker | Paper | Download |
| 07-12 | CHENG-WEI,CHEN | A Dual Heterogeneous Graph Attention Network to Improve Long-Tail Performance for Shop Search in E-Commerce |
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| Date | Speaker | Paper | Download |
| 05-17 | Wen Po Jen | Predicting Temporal Sets with Deep Neural Networks |
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| Date | Speaker | Paper | Download |
| 05-11 | rui ze Fang | Sequential Recommendation with User Memory Networks |
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| Date | Speaker | Paper | Download |
| 05-03 | CHENG-WEI,CHEN | Sequential Recommender via Time-aware Attentive Memory Network |
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| Date | Speaker | Paper | Download |
| 04-26 | Pei-Hsuan, Lin | Towards Knowledge Based Recommender Dialog System |
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| Date | Speaker | Paper | Download |
| 04-12 | Wei Lai | An Interactive Multi-Task Learning Framework for Next POI Recommendation with Uncertain Check-ins |
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| Date | Speaker | Paper | Download |
| 03-30 | Tzu-Yun Chien | ADORE- Aspect Dependent Online REview Labeling for Review Generation |
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| Date | Speaker | Paper | Download |
| 03-22 | Li-Wei Liu | LightRec: A Memory and Search-Efficient Recommender System |
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| Date | Speaker | Paper | Download |
| 03-08 | wen-po-jen | Hi-COVIDNet Deep Learning Approach to Predict Inbound |
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| Date | Speaker | Paper | Download |
| 02-22 | rui ze Fang | Web-to-Voice Transfer for Product Recommendation on Voice |
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| Date | Speaker | Paper | Download |
| 02-09 | CHENG-WEI,CHEN | Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce |
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| Date | Speaker | Paper | Download |
| 02-02 | Pei-Hsuan, Lin | Towards Explainable Conversational Recommendation |
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| Date | Speaker | Paper | Download |
| 01-19 | Guan-Yu,Sheng | Multi-hop Inference for Question-driven Summarization |
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| Date | Speaker | Paper | Download |
| 01-12 | Wei Lai | Towards Accurate and Interpretable Sequential Prediction A CNN and Attention Based Feature Extractor |
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| Date | Speaker | Paper | Download |
| 01-05 | Tzu-Yun Chien | ANR:Aspect-based Neural Recommeder |
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| Date | Speaker | Paper | Download |
| 12-22 | Li-Wei Liu | Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction |
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| Date | Speaker | Paper | Download |
| 12-15 | PO-JEN,WEN | Identifying Sepsis Subphenotypes viaTime-Aware Multi-ModalAuto-Encoder |
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| Date | Speaker | Paper | Download |
| 12-08 | razer fang | Product-Aware Answer Generation in E-Commerce Question-Answering |
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| Date | Speaker | Paper | Download |
| 12-01 | CHENG-WEI,CHEN | Interactive Multi-Grained Joint Model for Targeted Sentiment Analysis |
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| Date | Speaker | Paper | Download |
| 11-17 | BENG-CHENG, LU | Wide Ranging Review Manipulation Attacks_Model_Empirical |
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| Date | Speaker | Paper | Download |
| 11-10 | Pei-Hsuan, Lin | Dual Learning for Explainable Recommendation_Towards Unifying User Preference Prediction and Review Generation |
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| Date | Speaker | Paper | Download |
| 10-26 | Kuan-Yu,Sheng | Bottom-Up Abstractive Summarization |
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| Date | Speaker | Paper | Download |
| 10-20 | Wei Lai | Where to Go Next_Modeling Long- and Short- Term User Preference for Point-of-Interest Recommendation |
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| Date | Speaker | Paper | Download |
| 10-13 | Tzu-Yun, Chien | Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine Decoding |
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| Date | Speaker | Paper | Download |
| 10-06 | Li-Wei Liu | ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction |
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| Date | Speaker | Paper | Download |
| 09-29 | Pei-Hsuan, Lin | Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained Aspects |
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| Date | Speaker | Paper | Download |
| 09-15 | Guan-Yu,Sheng | Towards Knowledge-Based Personalized Product Description Generation in E-commerce (KDD2019) |
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| Date | Speaker | Paper | Download |
| 09-10 | Wei Lai | An Attentional Recurrent Neural Network for Personalized Next Location Recommendation |
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| Date | Speaker | Paper | Download |
| 09-04 | Tzu-Yun, Chien | Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products |
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| Date | Speaker | Paper | Download |
| 08-26 | Li-Wei Liu | Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts |
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| Date | Speaker | Paper | Download |
| 08-20 | Pei-Hsuan, Lin | Towards Explainable NLP: A Generative Explanation Framework for Text Classification |
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| Date | Speaker | Paper | Download |
| 08-13 | Guan-Yu,Sheng | Assessing The Factual Accuracy of Generated Text (KDD2019) |
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| Date | Speaker | Paper | Download |
| 08-06 | Wei Lai | MedTruth- A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data |
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| Date | Speaker | Paper | Download |
| 07-23 | Tzu-Yun, Chien | MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records |
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| Date | Speaker | Paper | Download |
| 07-16 | Li-Wei Liu | QuesNet: A Unified Representation for Heterogeneous Test Questions |
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| Date | Speaker | Paper | Download |
| 06-01 | Guan-Yu,Sheng | Question Difficulty Prediction for Multiple Choice Problems in Medical Exams |
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| Date | Speaker | Paper | Download |
| 05-25 | Wei Lai | Towards Personalized Review Summarization via User-Aware Sequence Network |
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| Date | Speaker | Paper | Download |
| 05-11 | Li-Wei Liu | Document-Level Multi-Aspect Sentiment Classification for Online Reviews of Medical Experts |
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| Date | Speaker | Paper | Download |
| 05-04 | Shao-Wei, Huang | A Fine-grained and Noise-aware Method for Neural Relation Extraction |
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| Date | Speaker | Paper | Download |
| 04-27 | Ya-Fang, Hsiao | T-CVAE: Transformer-Based Conditioned Variational Autoencoder for Story Completion |
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| Date | Speaker | Paper | Download |
| 04-20 | You-Xiang Chen | BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer |
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| Date | Speaker | Paper | Download |
| 04-13 | Guan-Yu,Sheng | Order-free Medicine Combination Prediction with Graph Convolutional Reinforcement Learning |
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| Date | Speaker | Paper | Download |
| 04-06 | Wei Lai | Get To The Point_Summarization with Pointer Generator Networks |
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| Date | Speaker | Paper | Download |
| 03-30 | Tzu-Yun,Chien | EHR Coding with Multi-scale Feature Attention and Structured Knowledge Graph Propagation |
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| Date | Speaker | Paper | Download |
| 03-23 | Li-Wei Liu | Let Me Know What to Ask Interrogative-Word-Aware Question |
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| Date | Speaker | Paper | Download |
| 03-16 | Shao-Wei, Huang | REET Joint Relation Extraction and Entity Typing via Multi-task Learning |
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| Date | Speaker | Paper | Download |
| 03-09 | Ya-Fang, Hsiao | A Recurrent BERT-based Model for Question Generation |
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| Date | Speaker | Paper | Download |
| 03-02 | You-Xiang Chen | Explainable Recommendation Through Attentive Multi-View Learning |
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| Date | Speaker | Paper | Download |
| 02-24 | Guan-Yu,Sheng | Generate Natural Language Explanations for Recommendation |
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| Date | Speaker | Paper | Download |
| 02-17 | Wei Lai | Co-Attentive_Multi-Task_Learning_for_Explainable_Recommendation |
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| Date | Speaker | Paper | Download |
| 02-10 | Tzu-Yun,Chien | Explainable Reasoning over Knowledge Graphs for Recommendation |
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| Date | Speaker | Paper | Download |
| 02-03 | Li-Wei Liu | A Semantics Aware Random Forest for Text Classification |
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| Date | Speaker | Paper | Download |
| 01-15 | Shao-Wei, Huang | Bidirectional LSTM-CRF Models for Sequence Tagging |
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| Date | Speaker | Paper | Download |
| 01-03 | Ya-Fang, Hsiao | Variational Attention for Sequence-to-Sequence Models |
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| Date | Speaker | Paper | Download |
| 12-20 | You-Xiang Chen | Neural Graph Collaborative Filtering |
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| Date | Speaker | Paper | Download |
| 12-13 | Guan-Yu,Sheng | Learning to Generate Questions by Learning What not to Generate |
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| Date | Speaker | Paper | Download |
| 12-06 | Wei Lai | Dynamic Word Embeddings for Evolving Semantic Discovery |
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| Date | Speaker | Paper | Download |
| 11-29 | Tzu-Yun Chien | Improving Medical Code Prediction from Clinical Text via Incorporating Online Knowledge Sources |
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| Date | Speaker | Paper | Download |
| 11-22 | Li-Wei Liu | Sarcasm Detection with Self-matching Networks and Low-rank Bilinear Pooling |
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| Date | Speaker | Paper | Download |
| 11-01 | Shao-Wei,Huang | A Convolutional Neural Network for Modelling Sentences |
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| Date | Speaker | Paper | Download |
| 10-25 | Ya-Fang, Hsiao | Generating Sentences from a Continuous Space |
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| Date | Speaker | Paper | Download |
| 10-18 | You-Xiang Chen | Neural Collaborative Filtering |
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| Date | Speaker | Paper | Download |
| 09-20 | Shao-Wei,Huang | An Attention-based Model for Joint Extraction of Entities and Relations with Implicit Entity Features |
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| Date | Speaker | Paper | Download |
| 09-02 | Ya-Fang, Hsiao | BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding |
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| Date | Speaker | Paper | Download |
| 08-26 | You-Xiang Chen | Hierarchical Attention based Neural Network for Explainable Recommendation |
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| Date | Speaker | Paper | Download |
| 07-01 | Shao-Wei, Huang | STAMP Short-Term Attention Memory Priority Model for Session-based Recommendation |
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| Date | Speaker | Paper | Download |
| 06-24 | Pei-Hsuan,Lin | RAIM_Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data |
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| Date | Speaker | Paper | Download |
| 06-17 | Ya-Fang,Hsiao | Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types |
|
| Date | Speaker | Paper | Download |
| 06-10 | You-Xiang Chen | DKN Deep Knowledge-Aware Network for News Recommendation |
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| Date | Speaker | Paper | Download |
| 06-03 | Chih-Hsuan Tzang | Entity Recognition in Chinese clinical Text using attention-based |
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| Date | Speaker | Paper | Download |
| 05-27 | Ming-Chieh, Chiang | Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding |
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| Date | Speaker | Paper | Download |
| 05-06 | Hung yi cheng | Heterogeneous graph attention network |
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| Date | Speaker | Paper | Download |
| 04-29 | Yin-Hsiang Liao | Attention Is All You Need |
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| Date | Speaker | Paper | Download |
| 04-22 | Ya-Wen Yu | Effective Approach to Attention-based Neural Machine |
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| Date | Speaker | Paper | Download |
| 04-15 | Shao-Wei, Huang | Multi-Pointer Co-Attention Networks for Recommendation |
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| Date | Speaker | Paper | Download |
| 04-08 | Pei-Hsuan,Lin | CluWords_Exploiting Semantic Word Clustering Representation for Enhanced Topic Modeling |
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| Date | Speaker | Paper | Download |
| 04-01 | Ya-Fang,Hsiao | Deep Short Text Classification with Knowledge Powered Attention |
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| Date | Speaker | Paper | Download |
| 03-25 | You-Xiang Chen | Deep Interest Network for Click-Through Rate Prediction |
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| Date | Speaker | Paper | Download |
| 03-18 | Chih-Hsuan Tzang | An Embedding-Based Approach fro Oral Disease Diagnosis Prediction from Electronic Medical Records |
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| Date | Speaker | Paper | Download |
| 03-11 | Ming-Chieh,Chiang | Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction |
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| Date | Speaker | Paper | Download |
| 03-04 | yi cheng hung | HeteroMed:Heterogeneous information network for medical diagnosis |
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| Date | Speaker | Paper | Download |
| 02-25 | Yin-Hsiang Liao | QG_Net_DataDriven_QG_model_Edu |
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| Date | Speaker | Paper | Download |
| 02-18 | Ya-Wen Yu | A Treatment Engine by Predicting Next-Period Prescriptions |
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| Date | Speaker | Paper | Download |
| 02-12 | Shao-Wei, Huang | Enriching Taxonomies With Functional Domain Knowledge |
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| Date | Speaker | Paper | Download |
| 01-29 | Pei-Hsuan,Lin | Interpretable Representation Learning for Healthcare via Capturing Disease Progression through Time |
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| Date | Speaker | Paper | Download |
| 01-22 | Ya-Fang, Hsiao | Towards Better Text Understanding and Retrieval through Kernel Entity Salience Modeling |
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| Date | Speaker | Paper | Download |
| 01-15 | You-Xiang Chen | Enhancing Person Job Fit for Talent Recruitment : An Ability-aware Neural Network Approach |
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| Date | Speaker | Paper | Download |
| 01-08 | Chih-Hsuan Tzang | Towards Automated Knowledge Discovery of Hepatocellular Carcinoma: Extract Patient Information from Chinese Clinical Reports |
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| Date | Speaker | Paper | Download |
| 12-25 | Ming-Chieh,Chiang | Weakly-supervised Relation Extraction by Pattern-enhanced Embedding Learning |
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| Date | Speaker | Paper | Download |
| 12-18 | yi cheng hung | KAME: Knowledge-based Attention Model for Diagnosis Prediction in Healthcare |
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| Date | Speaker | Paper | Download |
| 12-11 | Yin-Hsiang Liao | Self-Training for Jointly Learning to Ask and Answer Questions |
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| Date | Speaker | Paper | Download |
| 12-04 | Ya-Wen Yu | Text Mining in Clinical Domain: Dealing with Noise |
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| Date | Speaker | Paper | Download |
| 11-27 | Shao-wei, Huang | Knowledge Guided Short-Text Classification For Healthcare Applications |
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| Date | Speaker | Paper | Download |
| 11-13 | Ya-Fang, Hsiao | Finding Similar Exercises in Online Education System |
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| Date | Speaker | Paper | Download |
| 11-06 | You-Xiang Chen | Predicting Latent Structured Intents from Shopping Queries |
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| Date | Speaker | Paper | Download |
| 10-30 | Chih-Hsuan Tzang | Neural Models for Key Phrase Extraction and Question Generation |
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| Date | Speaker | Paper | Download |
| 10-23 | Ming-Chieh,Chiang | On the Generative Discovery of Structured Medical Knowledge |
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| Date | Speaker | Paper | Download |
| 10-16 | Hung yi cheng | node2vec |
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| Date | Speaker | Paper | Download |
| 10-09 | Yin-Hsiang Liao | Learning2ask Questions in Open-domain Conversational Systems with Typed Decoders |
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| Date | Speaker | Paper | Download |
| 10-02 | Ya-Wen Yu | Risk Prediction on Electronic Health Records with Prior Medical Knowledge |
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| Date | Speaker | Paper | Download |
| 09-04 | Ming-Chieh,Chiang | An CNN-LSTM Attention Approach to Understanding User Query Intent from Online Health Communities |
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| Date | Speaker | Paper | Download |
| 08-28 | Hung yi cheng | Learning_node_embeddings_in_Interaction_graphs |
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| Date | Speaker | Paper | Download |
| 08-21 | Yin-Hsiang-Liao | learning2ask |
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| Date | Speaker | Paper | Download |
| 08-07 | Ya-Wen Yu | Entity Linking via Joint Encoding of Types, Descriptions, and Context |
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| Date | Speaker | Paper | Download |
| 07-10 | Ming-Chieh,Chiang | Measuring the Latency of Depression Detection in Social Media |
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| Date | Speaker | Paper | Download |
| 07-03 | Hung yi cheng | HIN2VEC |
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| Date | Speaker | Paper | Download |
| 06-26 | Yin-Hsiang Liao | Neural Joint Model for Transition-based Chinese Syntactic Analysis |
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| Date | Speaker | Paper | Download |
| 06-12 | Hsiu-yi,Chu | Neural Attentive Session-based Recommendation |
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| Date | Speaker | Paper | Download |
| 06-05 | Shih-Han Lo | Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks |
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| Date | Speaker | Paper | Download |
| 05-29 | BOWEN CHIANG | Intent-Aware Semantic Query Annotation |
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| Date | Speaker | Paper | Download |
| 05-22 | ChiaYi Huang | Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising |
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| Date | Speaker | Paper | Download |
| 05-15 | Jim-An Tsai | Summarizing answers in non-factoid community Question-answering |
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| Date | Speaker | Paper | Download |
| 05-01 | Ming-Chieh,Chiang | A Large Scale Prediction Engine for App Install Clicks and Conversions |
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| Date | Speaker | Paper | Download |
| 04-24 | Yi-Cheng Hung | Curriculum Learning for Heterogeneous Star Network Embedding via Deep Reinforcement Learning |
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| Date | Speaker | Paper | Download |
| 04-17 | Yin-Hsiang Liao | XGBoost_A_Scalable_Tree_Boosting_System |
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| Date | Speaker | Paper | Download |
| 03-27 | Shih-Han Lo | GRAM: Graph-based Attention Model for Healthcare Representation Learning |
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| Date | Speaker | Paper | Download |
| 03-20 | BO-WEN CHIANG | Bringing Semantic Structures to User Intent Detection in Online Medical Queries |
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| Date | Speaker | Paper | Download |
| 03-13 | ChiaYi Huang | Micro Behaviors A New Perspective in Ecommerce Recommender Systems |
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| Date | Speaker | Paper | Download |
| 03-06 | Jim-An Tsai | Aspect-Based Opinion Mining from Product Reviews Using Conditional Random Fields |
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| Date | Speaker | Paper | Download |
| 02-27 | Ming-Chieh,Chiang | Predicting Prevalence of Influenza-Like Illness From Geo-Tagged Tweets |
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| Date | Speaker | Paper | Download |
| 02-06 | Yi-Cheng Hung | Infer cause of death for population health using convolutional neural network |
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| Date | Speaker | Paper | Download |
| 01-30 | Yin-Hsiang Liao | TowardsAnOptimalSubspaceforKmeans |
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| Date | Speaker | Paper | Download |
| 01-22 | Hsiu-Yi Chu | TOPTRAC-Topical-Trajectory-Pattern-Mining |
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| Date | Speaker | Paper | Download |
| 01-09 | Shih-Han Lo | Predicting Clinical Outcomes Across Changing Electronic Health Record Systems |
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| Date | Speaker | Paper | Download |
| 12-26 | BO-WEN CHIANG | A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation |
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| Date | Speaker | Paper | Download |
| 12-19 | Chia-Yi Huang | iFact An Interactive Framework to Assess Claim from Tweets |
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| Date | Speaker | Paper | Download |
| 12-12 | Jim-An Tsai | Efficient Document Filtering Using Vector Space Topic Expansion and Pattern-Mining |
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| Date | Speaker | Paper | Download |
| 12-05 | Ming-Chieh,Chiang | Mining User Intentions from Medical Queries |
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| Date | Speaker | Paper | Download |
| 11-28 | YI-CHENG HUNG | Probabilistic Visitor Stitching on Cross-Device Web Logs |
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| Date | Speaker | Paper | Download |
| 11-21 | Yin-Hsiang Liao | Reliable Medical Diagnosis from Crowdsourcing: Discover Trustworthy Answers from Non-Experts |
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| Date | Speaker | Paper | Download |
| 11-07 | Hsiu-Yi,Chu | Modeling-of-Human-Movement-Behavioral-Knowledge-from-GPS |
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| Date | Speaker | Paper | Download |
| 10-31 | Shih-Han Lo | Multi-layer Representation Learning for Medical Concepts |
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| Date | Speaker | Paper | Download |
| 10-24 | BO-WEN CHIANG | Clinically Significant Information Extraction from Radiology Reports |
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| Date | Speaker | Paper | Download |
| 10-17 | CHIA-YI,HUANG | Extracting and Ranking Travel Tips from User-Generated |
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| Date | Speaker | Paper | Download |
| 10-03 | Jim-An Tsai | Generative Feature Language Models for Mining Implicit Features from Customer Reviews |
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| Date | Speaker | Paper | Download |
| 09-25 | Hsiu-Yi,Chu | Modeling Air Travel Choice Behavior with Mixed Kernel Density Estimations |
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| Date | Speaker | Paper | Download |
| 09-19 | Shih-Han lo | Lightweight Multilingual Entity Extraction and Linking |
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| Date | Speaker | Paper | Download |
| 09-12 | BO-WEN CHIANG | DeepMood: Forecasting Depressed Mood Based on Self-Reported Histories via Recurrent Neural Networks |
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| Date | Speaker | Paper | Download |
| 09-05 | Chia-Yi Huang | Mining Shopping Patterns for Divergent Urban Regions by Incorporating Mobility Data |
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| Date | Speaker | Paper | Download |
| 08-22 | Jim-An Tsai | Aspect Based Recommendations: Recommending Items with the Most Valuable Aspects Based on User Review |
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| Date | Speaker | Paper | Download |
| 07-11 | Shih-Han Lo | Exploiting Entity Linking in Queries for Entity Retrieval |
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| Date | Speaker | Paper | Download |
| 06-13 | BO-WEN CHIANG | Leveraging User Interaction Signals for Web Image Search |
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| Date | Speaker | Paper | Download |
| 06-06 | Ya-Wen Yu | Anticipating Information Needs Based on Check-in Activity |
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| Date | Speaker | Paper | Download |
| 05-16 | Chia-Yi Huang | Audience Expansion for Online Social Network Advertising |
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| Date | Speaker | Paper | Download |
| 05-09 | Yi-hui Lee | Information Extraction in Illicit Web Domains |
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| Date | Speaker | Paper | Download |
| 05-02 | Pei-Hao, Wu | Answering Twitter Questions a Model for Recommending Answerers through Social Collaboration |
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| Date | Speaker | Paper | Download |
| 04-25 | Jim-An Tsai | Smart Reply:Automated Response Suggestion for Email |
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| Date | Speaker | Paper | Download |
| 04-18 | Chih-Hsuan Tzang | sequential Query Expansion using concept graph |
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| Date | Speaker | Paper | Download |
| 04-11 | Chen Wei,Hsu | Entity and Aspect Extraction for Organizing News Comments |
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| Date | Speaker | Paper | Download |
| 03-28 | Hsiu-Yi,Chu | Click-Through-Rate-Prediction-for-Local-Search-Results |
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| Date | Speaker | Paper | Download |
| 03-21 | Shih-Han-Lo | Modeling Event Importance for Ranking Daily News Events |
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| Date | Speaker | Paper | Download |
| 03-14 | Bo-Wen, Jiang | DI-DAP:An Efficient Disaster Information Delivery and Analysis Platform in Disaster Management |
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| Date | Speaker | Paper | Download |
| 02-21 | Chia-Yi Huang | A Probabilistic Multi-Touch Attribution Model for Online Advertising |
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| Date | Speaker | Paper | Download |
| 02-14 | Ya-Wen Yu | Learning to Extract Conditional Knowledge for Question Answering using Dialogue |
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| Date | Speaker | Paper | Download |
| 01-24 | Yi-hui Lee | EgoSet-Exploiting Word Ego-networks and User-generated Ontology for Multifaceted Set Expansion |
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| Date | Speaker | Paper | Download |
| 01-17 | Pei-Hao, Wu | Where Did You Go Personalized Annotation of Mobility Records |
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| Date | Speaker | Paper | Download |
| 01-03 | Jim-An, Tsai | ORec: An Opinion-Based Point-of-Interest Recommendation Framework |
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| Date | Speaker | Paper | Download |
| 12-27 | Chih-Hsuan Tzang | One Query, Many Clicks: Analysis of Queries with Multiple Clicks by the Same User |
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| Date | Speaker | Paper | Download |
| 12-13 | Hsiu-Yi,Chu | Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis |
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| Date | Speaker | Paper | Download |
| 12-06 | Shih-Han-Lo | Ranking Entities for Web Queries Through Text and Knowledge |
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| Date | Speaker | Paper | Download |
| 11-29 | Bo-Wen, Jiang | Enquiring Minds: Early Detection of Rumors in Social Media from Enquiry Posts |
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| Date | Speaker | Paper | Download |
| 11-22 | Ya-Wen Yu | Studying the Dark Triad of Personality through Twitter Behavior |
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| Date | Speaker | Paper | Download |
| 11-15 | Chia-Yi Huang | Medical Question Answering for Clinical Decision Support |
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| Date | Speaker | Paper | Download |
| 11-08 | Yi-Hui Lee | When a Knowledge Base Is Not Enough-Question Answering over Knowledge Bases with External Text Data |
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| Date | Speaker | Paper | Download |
| 11-01 | Pei-Hao, Wu | Query-Less: Predicting Task Repetition for NextGen Proactive Search and Recommendation Engines |
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| Date | Speaker | Paper | Download |
| 10-25 | Jim-An Tsai | Identifying Decision Makers from Professional Social |
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| Date | Speaker | Paper | Download |
| 10-18 | Chih-Hsuan Tzang | Time Series Analysis of Nursing Notes for Mortality Prediction via a State Transition Topic Model |
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| Date | Speaker | Paper | Download |
| 10-13 | Hsu,chen-wei | Identifying Police Officers at Risk of Adverse Events |
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| Date | Speaker | Paper | Download |
| 10-04 | Chia-Yi HUANG | Utilizing Text Mining on Online Medical Forums to Predict |
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| Date | Speaker | Paper | Download |
| 09-20 | Yi-hui Lee | Data-driven Automatic Treatment Regimen Development and Recommendation |
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| Date | Speaker | Paper | Download |
| 09-13 | Yi-Hui Lee | A Maximum Dimension Partitioning Approach for Efficiently Finding All Similar Pairs |
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| Date | Speaker | Paper | Download |
| 08-23 | Pei-Hao, Wu | Knowlywood Mining Activity Knowledge from Hollywood Narratives |
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| Date | Speaker | Paper | Download |
| 08-16 | Jim-An Tsai | Collective Spammer Detection in Evolving Multi-Relational Social Networks |
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| Date | Speaker | Paper | Download |
| 08-09 | Yi-Hui Lee | A Maximum Dimension Partitioning Approach for Efficiently Finding All Similar Pairs |
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| Date | Speaker | Paper | Download |
| 08-02 | Chih-Hsuan Tzang | Term-by-Term Query Auto-Completion for Mobile Search |
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| Date | Speaker | Paper | Download |
| 07-26 | Chen Wei,Hsu | Inferring Air Quality for Station Location Recommendation Based on Urban Big Data |
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| Date | Speaker | Paper | Download |
| 07-19 | CHIA-Yi Huang | Who Will Reply to Retweet This Tweet The Dynamics of Intimacy from Online Social Interactions |
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| Date | Speaker | Paper | Download |
| 07-12 | Yi-hui Lee | Semantic Documents Relatedness using Concept Graph Representation |
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| Date | Speaker | Paper | Download |
| 06-06 | Jim-An Tsai | FrauDetector A Graph-Mining-based Framework for Fraudulent Phone Call Detection |
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| Date | Speaker | Paper | Download |
| 05-30 | Chin-Hsuan Tzang | Your Cart tells You- Inferring Demographic Attributes from Purchase Data |
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| Date | Speaker | Paper | Download |
| 05-09 | CHIA-YI HUANG | Mobile App Tagging |
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| Date | Speaker | Paper | Download |
| 05-02 | Yi-hui Lee | Towards Modelling Language Innovation Acceptance in Online Social Networks |
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| Date | Speaker | Paper | Download |
| 04-25 | LIN CI JIE | You’ve got Mail, and Here is What you Could do With It! Analyzing and Predicting Actions on Email Messages |
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| Date | Speaker | Paper | Download |
| 04-11 | Jim-An Tsai | GENDER AND INTEREST TARGETING FOR SPONSORED POST ADVERTISING AT TUMBLR |
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| Date | Speaker | Paper | Download |
| 03-28 | chih-hsuan Tzang | Short Text Similarity with Word Embedding |
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| Date | Speaker | Paper | Download |
| 03-14 | CHIA-YI HUANG | Organic or Organized Exploring URL Sharing Behavior |
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| Date | Speaker | Paper | Download |
| 03-07 | Yi-hui Lee | Category-Driven Approach for Local Related Business Recommendations |
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| Date | Speaker | Paper | Download |
| 02-23 | LIN CI-JIE | Struggling and Success in Web Search |
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| Date | Speaker | Paper | Download |
| 01-21 | Wang, Han | WorkerRank: Using Employer Implicit Judgements To Infer Worker Reputation |
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| Date | Speaker | Paper | Download |
| 01-07 | Jim-An Tsai | Organizational Chart Inference |
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| Date | Speaker | Paper | Download |
| 12-24 | Yi-hui Lee | Spoken English Grading-Machine Learning with Crowd Intelligence |
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| Date | Speaker | Paper | Download |
| 12-17 | Chen Wei,Hsu | E-commerce in Your Inbox: Product Recommendations at Scale |
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| Date | Speaker | Paper | Download |
| 12-10 | Chia-Yi, Huang | Protecting Your Children from Inappropriate Content in Mobile Apps- An Automatic Maturity Rating Framework |
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| Date | Speaker | Paper | Download |
| 12-03 | chih-hsuan Tzang | User Modeling for a Personal Assistant |
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| Date | Speaker | Paper | Download |
| 11-19 | LIN,CI-JIE | 10 Bits of Surprise: Detecting Malicious Users with Minimum Information |
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| Date | Speaker | Paper | Download |
| 11-05 | Wang, Han | Who With Whom And How? - Extracting Large Social Networks Using Search Engines |
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| Date | Speaker | Paper | Download |
| 10-29 | Jim-An Tsai | Towards Decision Support and Goal Achievement |
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| Date | Speaker | Paper | Download |
| 10-15 | LIN,CI-JIE | Forecasting Fine-Grained Air Quality Based on Big Data |
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| Date | Speaker | Paper | Download |
| 10-08 | Wang, Han | TimeMachine: Timeline Generation for Knowledge-Base Entities |
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| Date | Speaker | Paper | Download |
| 09-24 | Jim-An Tsai | Life-stage Prediction for Product Recommendation in E-commerce |
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| Date | Speaker | Paper | Download |
| 09-17 | LIN,CI-JIE | Leveraging Knowledge Bases for Contextual Entity Exploration |
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| Date | Speaker | Paper | Download |
| 08-21 | Han, Wang | Back to the Past: Supporting Interpretations of Forgotten Stories by Time-aware Re-Contextualization |
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| Date | Speaker | Paper | Download |
| 07-08 | LIN,CI-JIE | How many folders do you really need?Classifying email into a handful of categories |
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| Date | Speaker | Paper | Download |
| 06-18 | Jim-An Tsai | Meta-path based Multi-Network Collective Link Prediction |
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| Date | Speaker | Paper | Download |
| 05-21 | LIN,CI-JIE | Concept-based Short Text Classification and Ranking |
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| Date | Speaker | Paper | Download |
| 05-14 | Wang, Han | Graph-based Point-of-interest Recommendation with Geographical and Temporal Influences |
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| Date | Speaker | Paper | Download |
| 04-30 | Jim-An Tsai | Grouping Students in Educational Settings(KDD2014)-1 |
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| Date | Speaker | Paper | Download |
| 04-23 | Sheng-Chih,Chu | Predicting Student Risks Through Longitudinal Analysis |
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| Date | Speaker | Paper | Download |
| 03-19 | LIN,CI-JIE | Fine-Grained Location Extraction from Tweets with Temporal Awareness |
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| Date | Speaker | Paper | Download |
| 03-12 | Han, Wang | Identifying Your Customers in Social Networks |
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| Date | Speaker | Paper | Download |
| 03-05 | Jim-An Tsai | Identifying Tourists from Public Transport Commuters |
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| Date | Speaker | Paper | Download |
| 02-26 | Sheng-Chih,Chu | Entity Profiling with Varying Source Reliabilities |
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| Date | Speaker | Paper | Download |
| 01-29 | Sz-Han,Wang | Time-sensitive Personalized Query Auto-Completion |
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| Date | Speaker | Paper | Download |
| 01-23 | LIN,CI-JIE | Using Linked Data to Mine RDF from Wikipedia’s Tables |
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| Date | Speaker | Paper | Download |
| 01-15 | WANG, HAN | Templated Search over Relational database |
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| Date | Speaker | Paper | Download |
| 12-18 | ShengChih,Chu | Focused Clustering and Outlier Detection in Large Attributed Graphs |
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| Date | Speaker | Paper | Download |
| 12-11 | Shao-Chun Peng | IMRank: Influence Maximization via Finding Self-Consistent Ranking |
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| Date | Speaker | Paper | Download |
| 12-04 | Sz-Han,Wang | Mining Semi-Structured Online Knowledge Bases to Answer Natural Language Questions on Community QA Websites |
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| Date | Speaker | Paper | Download |
| 11-20 | Han, Wang | Customized Tour Recommendations in Urban Areas |
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| Date | Speaker | Paper | Download |
| 11-13 | Jim-An Tsai | Open question answering over curated and extracted knowledge bases |
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| Date | Speaker | Paper | Download |
| 11-06 | ShengChih,Chu | A Cost-Effective Recommender System for Taxi Drivers |
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| Date | Speaker | Paper | Download |
| 10-28 | Shao-Chun Peng | FENNEL: Streaming Graph Partitioning for Massive Scale Graphs |
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| Date | Speaker | Paper | Download |
| 10-23 | Sz-Han,Wang | Knowledge Base Completion via Search-Based Question Answering |
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| Date | Speaker | Paper | Download |
| 10-16 | ShengChih,Chu | Effective Citation Recommendation by Information Network-Based Clustering |
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| Date | Speaker | Paper | Download |
| 10-09 | Pei-Hao, Wu | New and Improved: Modeling Versions to Improve App Recommendation |
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| Date | Speaker | Paper | Download |
| 09-25 | Sz-Han,Wang | Improving Search Relevance for Short Queries in Community Question Answering |
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| Date | Speaker | Paper | Download |
| 09-18 | Shao-Chun Peng | WebChild: Harvesting and Organizing Commonsense Knowledge from the Web |
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| Date | Speaker | Paper | Download |
| 09-01 | Sheng-Chih,Chu | Load Balancing for Partition-based Similarity Search |
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| Date | Speaker | Paper | Download |
| 08-25 | Pei-Hao, Wu | Exploring the Filter Bubble: The Effect of Using Recommender Systems on Content Diversity |
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| Date | Speaker | Paper | Download |
| 08-18 | Shao-Chun Peng | Query-Performance prediction: Setting the Expectations Straight |
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| Date | Speaker | Paper | Download |
| 08-11 | Sz-Han,Wang | Sumblr: Continuous Summarization of Evolving Tweet Streams |
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| Date | Speaker | Paper | Download |
| 06-17 | Sz-Han,Wang | Search result diversification in resource selection for federated search |
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| Date | Speaker | Paper | Download |
| 06-10 | Shao-Chun Peng | Retrieving Documents With Mathematical Content |
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| Date | Speaker | Paper | Download |
| 05-27 | Sheng-Chih,Chu | Multi-label classification by mining label and instance correlations from heterogeneous information networks |
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| Date | Speaker | Paper | Download |
| 05-20 | Pei-Hao, Wu | Toward Whole-Session Relevance_Exploring Intrinsic Diversity in Web Search |
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| Date | Speaker | Paper | Download |
| 05-13 | Yi-Hsuan,Yeh | On Sparsity and Drift for Effective Real-time Filtering in Microblogs |
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| Date | Speaker | Paper | Download |
| 05-06 | Chen-Yu, Huang | Knowledge-based Graph Document Modeling |
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| Date | Speaker | Paper | Download |
| 04-29 | Wei, Chang | Sentiment diversification with different biases |
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| Date | Speaker | Paper | Download |
| 04-15 | Shun-Chen, Cheng | A phrase mining framework for recursive construction of a topical hierarchy |
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| Date | Speaker | Paper | Download |
| 04-08 | Sheng-Chih Chu | Preference Based Evaluation Measures for Novelty and Diversity |
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| Date | Speaker | Paper | Download |
| 04-01 | Shao-Chun Peng | On Mining Mobile Apps Usage Behavior for Predicting Apps Usage in Smartphones |
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| Date | Speaker | Paper | Download |
| 03-25 | Sz-Han,Wang | Psychological Advertising: Exploring User Psychology for Click Prediction in Sponsored Search |
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| Date | Speaker | Paper | Download |
| 03-18 | Pei-Hao, Wu | Web Usage Mining with Semantic Analysis |
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| Date | Speaker | Paper | Download |
| 03-04 | Yi-Hsuan,Yeh | Wiki3C exploiting wikipedia for context-aware concept categorization |
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| Date | Speaker | Paper | Download |
| 02-25 | Chen-Yu, Huang | Buliding Structures from Classifiers for Passage Reranking |
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| Date | Speaker | Paper | Download |
| 02-18 | Wei, Chang | A Framework for Benchmarking Entity-Annotation Systems |
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| Date | Speaker | Paper | Download |
| 02-12 | Shun-Chen, Cheng | Text-Based Measures of Document Diversity |
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| Date | Speaker | Paper | Download |
| 01-22 | Sheng-chih Chu | Linking named entities in Tweets with knowledge base via user interest modeling |
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| Date | Speaker | Paper | Download |
| 01-14 | Shao-Chun Peng | Using Micro-Reviews to Select an Efficient Set of Review |
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| Date | Speaker | Paper | Download |
| 12-25 | Sz-Han,Wang | Identifying users' topical tasks in web search |
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| Date | Speaker | Paper | Download |
| 12-18 | Pei-Hao, Wu | A personalized recommender system based on users' information in folksonomies |
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| Date | Speaker | Paper | Download |
| 12-11 | Yi-Hsuan,Yeh | learning to question leveraging user preferences for shopping advice |
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| Date | Speaker | Paper | Download |
| 12-04 | Chen-Yu Huang | From Query to Question in One Click: Suggesting Synthetic Questions to Searchers |
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| Date | Speaker | Paper | Download |
| 11-27 | Wei, Chang | Dynamic Multi-Faceted Topic Discovery in Twitter |
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| Date | Speaker | Paper | Download |
| 11-06 | Shun-Chen,Cheng | Diversity maximization under matroid constraints |
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| Date | Speaker | Paper | Download |
| 10-30 | Yi-Hsuan,Yeh | Leveraging conceptual lexicon - query disambiguation using proximity information for patent retrieval |
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| Date | Speaker | Paper | Download |
| 10-23 | Chen-Yu Huang | SEED: A Framework for Extracting Social Events from Press News |
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| Date | Speaker | Paper | Download |
| 10-16 | Wei, Chang | PARMA: a parallel randomized algorithm for approximate association rules mining in MapReduce |
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| Date | Speaker | Paper | Download |
| 10-09 | Shun-Chen,Cheng | Compact Query Term Selection Using Topically Related Text |
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| Date | Speaker | Paper | Download |
| 10-02 | Yi-Hsuan,Yeh | Automatic Selection of Social Media Responses to News |
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| Date | Speaker | Paper | Download |
| 09-25 | Chen-Yu Huang | Improving Search Result Summaries by Using Searcher Behavior Data |
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| Date | Speaker | Paper | Download |
| 09-18 | Wei, Chang | Topic Hierarchy Construction for the Organization of Multi-Source |
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| Date | Speaker | Paper | Download |
| 09-11 | Shun-Chen,Cheng | Term Level Search Result Diversification |
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| Date | Speaker | Paper | Download |
| 09-03 | Yi-Hsuan,Yeh | Entity-Centric Topic-Oriented Opinion Summarization inTwitter |
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| Date | Speaker | Paper | Download |
| 08-27 | Chen-Yu Huang | Estimating Content Concreteness for Finding Comprehensible Documents |
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| Date | Speaker | Paper | Download |
| 08-20 | Wei, Chang | Extracting_Query_Facets_From_Search_Results |
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| Date | Speaker | Paper | Download |
| 08-13 | Shun-Chen,Cheng | Automatic Suggestion of Query-Rewrite Rules for Enterprise Search |
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| Date | Speaker | Paper | Download |
| 06-17 | Yi-Hsuan,Yeh | Domain Dependent Query Reformulation for Web Search |
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| Date | Speaker | Paper | Download |
| 06-10 | Chen-Yu Huang | Predicting the Effectiveness of Keyword Queries on Databases |
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| Date | Speaker | Paper | Download |
| 06-03 | Wei Chang | One Seed to Find Them All: Mining Opinion Features via Association |
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| Date | Speaker | Paper | Download |
| 05-27 | Er-Gang Liu | Finding Related Tables |
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| Date | Speaker | Paper | Download |
| 05-20 | Jiun-Jia,Chiou | DQR: A Probabilistic Approach to Diversified Query recommendation |
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| Date | Speaker | Paper | Download |
| 05-13 | I-Chih Chiu | Mining High Utility Itemsets without Candidate Generation |
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| Date | Speaker | Paper | Download |
| 05-06 | Po-Hsien Shih | Automatic taxonomy construction from keywords |
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| Date | Speaker | Paper | Download |
| 04-15 | Shun-Chen,Cheng | Personalized Diversification of Search Results |
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| Date | Speaker | Paper | Download |
| 04-08 | Yi-Hsuan,Yeh | Mining Top-K High Utility Itemsets |
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| Date | Speaker | Paper | Download |
| 04-01 | Chen-Yu Huang | KESOSD: Keyword Search Over Structured Data |
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| Date | Speaker | Paper | Download |
| 03-25 | Wei Chang | LINDEN Linking Named Entities with Knowledge Base via Semantic Knowledge |
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| Date | Speaker | Paper | Download |
| 03-18 | Er-Gang Liu | Interpreting Keyword Queries over Web Knowledge Bases |
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| Date | Speaker | Paper | Download |
| 03-11 | Jiun- Jia,Chiou | Multi-Aspect Query Summarization by Composite Query |
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| Date | Speaker | Paper | Download |
| 03-04 | I-Chih Chiu | Generating Queries from User-Selected Text |
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| Date | Speaker | Paper | Download |
| 02-25 | Po-Hsien Shih | A social inverted index for social-tagging-based information retrieval |
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| Date | Speaker | Paper | Download |
| 02-18 | Shun-Chen,Cheng | Learning to Suggest: A Machine Learning Framework for Ranking Query Suggestions |
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| Date | Speaker | Paper | Download |
| 01-24 | Yi-Hsuan,Yeh | To Each His Own Personalized Content Selection based on Text Comprehensibility |
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| Date | Speaker | Paper | Download |
| 01-17 | Chen-Yu,Huang | Adaptive Query Suggestion for Difficult Queries |
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| Date | Speaker | Paper | Download |
| 01-10 | Wei,Chang | Summarizing Highly Structured Documents for Effective Search Interaction |
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| Date | Speaker | Paper | Download |
| 01-03 | Po-Hsien,Shih | Optimizing Index for Taxonomy Keyword Search |
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| Date | Speaker | Paper | Download |
| 12-20 | Er-Gang,Liu | STRUCT:Incorporating Contextual Information for English Query Search on Relational Databases |
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| Date | Speaker | Paper | Download |
| 12-13 | Jiun-Jia,Chiou | Adaptation of the Concept Hierarchy Model with Search Logs for Query Recommendation on Intranets |
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| Date | Speaker | Paper | Download |
| 12-06 | I-Chih,Chiu | Mining Query Subtopics from Search Log Data |
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| Date | Speaker | Paper | Download |
| 11-29 | Shun-Chen,Cheng | Extracting Search-Focused Key N-Grams for Relevance Ranking in Web Search |
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| Date | Speaker | Paper | Download |
| 11-22 | Yi-Hsuan,Yeh | Learning from the Past:Answering New Questions with Past Answers |
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| Date | Speaker | Paper | Download |
| 11-15 | Chen-Yu,Huang | Characterizing Web Content, User Interests, and Search Behavior |
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| Date | Speaker | Paper | Download |
| 11-08 | Wei,Chang | Topical Clustering of Search Results |
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| Date | Speaker | Paper | Download |
| 11-01 | Po-Hsien,Shih | Sequence Clustering and Labeling for Unsupervised Query Intent Discovery |
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| Date | Speaker | Paper | Download |
| 10-25 | Er-Gang,Liu | Language Models for Keyword Search over Data Graphs |
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| Date | Speaker | Paper | Download |
| 10-18 | Jiun-Jia,Chiou | Structured Query Suggestion for Specialization and Parallel Movement:Effect on Search Behaviors |
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| Date | Speaker | Paper | Download |
| 10-11 | I-Chih,Chiu | Effective Retrieval of Resources in Folksonomies Using a New Tag Similarity Measure |
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| Date | Speaker | Paper | Download |
| 10-04 | Po-Hsien,Shih | Finding similar items by leveraging social tag clouds |
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| Date | Speaker | Paper | Download |
| 09-20 | Er-Gang,Liu | DBSemSXplorer:Semantic-based Keyword Search System over Relational Databases for Knowledge Discovery |
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| Date | Speaker | Paper | Download |
| 09-13 | Jiun-Jia,Chiou | Query Suggestion by Constructing Term-Transition Graphs |
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| Date | Speaker | Paper | Download |
| 09-03 | I-Chih,Chiu | YouTube Around the World Geographic Popularity of Videos |
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| Date | Speaker | Paper | Download |
| 08-27 | Po-Hsien,Shih | A Framework for Personalized and Collaborative Clustering of Search Results |
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| Date | Speaker | Paper | Download |
| 08-21 | Er-Gang,Liu | iSearch:An Interpretation based Framework for Keyword Search in Relational Databases |
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| Date | Speaker | Paper | Download |
| 08-13 | Jiun-Jia,Chiou | Behavior-driven clustering of queries into topics |
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| Date | Speaker | Paper | Download |
| 08-06 | I-Chih,Chiu | Beyond Co-occurrence Discovering and Visualizing Tag Relationships from Geo-spatial and Temporal Similarities |
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| Date | Speaker | Paper | Download |
| 07-02 | Er-Gang,Liu | ReDRIVE: result-driven database exploration through recommendations |
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| Date | Speaker | Paper | Download |
| 06-25 | Jiun-Jia,Chiou | Who uses web search for What? And How? |
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| Date | Speaker | Paper | Download |
| 06-18 | I-Chih,Chiu | What and how children search on the web |
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| Date | Speaker | Paper | Download |
| 06-04 | Er-Gang,Liu | Ranking support for keyword search on structured data using relevance models |
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| Date | Speaker | Paper | Download |
| 05-28 | Jiun-Jia,Chiou | Interactive sense feedback for difficult queries |
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| Date | Speaker | Paper | Download |
| 05-21 | I-Chih,Chiu | Adding structure to top-k from items to expansions |
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| Date | Speaker | Paper | Download |
| 05-14 | Guang-Ting,Chiang | TEXplorer Keyword-based Object Search and Exploration in Multidimensional Text Databases |
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| Date | Speaker | Paper | Download |
| 05-07 | Sheng-Hong Chung | Hierarchical Tag visualization and application for tag recommendations |
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| Date | Speaker | Paper | Download |
| 04-30 | Er-Gang,Liu | Finding Relevant Information of Certain Types from Enterprise Data |
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| Date | Speaker | Paper | Download |
| 04-23 | Jiun-Jia,Chiou | Topical semantics of twitter links |
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| Date | Speaker | Paper | Download |
| 04-16 | I-Chih,Chiu | Understanding and predicting personal navigation |
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| Date | Speaker | Paper | Download |
| 04-09 | Guang-Ting,Chiang | Connecting users with similar interests via tag network inference |
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| Date | Speaker | Paper | Download |
| 04-02 | Sheng-Hong Chung | Statistical source expansion for question answering |
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| Date | Speaker | Paper | Download |
| 03-12 | Er-Gang,Liu | S3K Seeking Statement-Supporting top-K Witnesses |
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| Date | Speaker | Paper | Download |
| 03-05 | Jiun-Jia,Chiou | Efficiently encoding term co-occurrences in inverted indexes |
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| Date | Speaker | Paper | Download |
| 02-20 | I-Chih,Chiu | Searchable web sites recommendation |
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| Date | Speaker | Paper | Download |
| 02-16 | Guang-Ting,Chiang | Diversification and refinement in collaborative filtering recommender |
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| Date | Speaker | Paper | Download |
| 02-09 | Sheng-Hong Chung | Context-Aware Search Personalization with Concept Preference |
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| Date | Speaker | Paper | Download |
| 01-16 | Er-Gang,Liu | Ranking-based Processing of SQL Queries |
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| Date | Speaker | Paper | Download |
| 12-26 | Jiun-Jia,Chiou | Frequency-aware Similarity Measures |
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| Date | Speaker | Paper | Download |
| 12-12 | I-Chih,Chiu | Tag Clouds Revisited |
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| Date | Speaker | Paper | Download |
| 12-05 | Sheng-Hong Chung | Asking What No One Has Asked Before Using Phrase Similarities To Generate Synthetic Web Search Queries |
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| Date | Speaker | Paper | Download |
| 11-28 | Guang-Ting,Chiang | TwitterSearch A Comparison of Microblog Search and Web Search |
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| Date | Speaker | Paper | Download |
| 11-21 | Er-Gang,Liu | Bring Order to Your Photos Event-Driven Classification of Flickr Images Based on Social Knowledge |
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| Date | Speaker | Paper | Download |
| 11-14 | Jiun-Jia,Chiou | Automatically Acquiring a Semantic Network of Related Concepts |
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| Date | Speaker | Paper | Download |
| 11-07 | I-Chih,Chiu | Collaborative Filtering in Social Tagging Systems Based on Joint Item-Tag Recommendations |
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| Date | Speaker | Paper | Download |
| 10-31 | Guang-Ting,Chiang | Efficient Similarity Search .Arbitrary Similarity Measures, Arbitrary Composition |
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| Date | Speaker | Paper | Download |
| 10-24 | Sheng-Hong Chung | Who Should I Cite Learning Literature Search Models from Citation Behavior |
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| Date | Speaker | Paper | Download |
| 10-17 | Guang-Ting,Chiang | A Semantic Clustering-based Approach For Searching And Browsing Tag Spaces |
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| Date | Speaker | Paper | Download |
| 10-03 | Sheng-Hong Chung | Who Should I Cite Learning Literature Search Models from Citation Behavior |
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| Date | Speaker | Paper | Download |
| 09-26 | Guang-Ting,Chiang | An Asymmetric Similarity Measure for Tag Clustering on Flickr |
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| Date | Speaker | Paper | Download |
| 06-20 | Guang-Ting,Chiang | On the selection of tags for tag clouds |
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| Date | Speaker | Paper | Download |
| 05-23 | Po-Hsien Shih | Personalizing Web Search using Long Term Browsing History |
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| Date | Speaker | Paper | Download |
| 05-09 | Sheng-Hong Chung | Using The Past To Score The Present Extending Term Weighting Models with Revision history analysis |
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| Date | Speaker | Paper | Download |
| 05-02 | Hsin-Lan Wang | Ranking using Multiple Document Types in Desktop Search |
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| Date | Speaker | Paper | Download |
| 04-25 | Yi-Jhen Lin | Visual Summarization of Web Pages |
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| Date | Speaker | Paper | Download |
| 04-18 | Shongwe, Nonhlanhla | Personalized Search by Tag-based User Profile and Resource Profile in Collaborative Tagging Systems |
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| Date | Speaker | Paper | Download |
| 04-14 | Yu-Cheng, Hsieh | Ranking Related Entities Components and Analyses |
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| Date | Speaker | Paper | Download |
| 03-28 | Guang-Ting,Chiang | Improving Search Engines Using Human Computation Games |
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| Date | Speaker | Paper | Download |
| 03-21 | Po-Hsien Shih | CiteData A new multi-faceted dataset for evaluating personalized search performance |
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| Date | Speaker | Paper | Download |
| 03-14 | Sheng-Hong Chung | Exploring Online Social Activities for Adaptive Search Personalization |
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| Date | Speaker | Paper | Download |
| 03-07 | Hsin-Lan Wang | Segmentation of Multi Sentence Questions Towards Effective Question Retrieval in cQA Services |
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| Date | Speaker | Paper | Download |
| 01-11 | Yi-Jhen Lin | MrKNN_Soft Relevance for Multi-label Classification |
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| Date | Speaker | Paper | Download |
| 01-04 | Shongwe Nonhlanhla | Document Update Summarization Using Incremental Hierarchical Clustering |
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