Papers


In the Year of 2019

  1. Yi Tay, Aston Zhang, Anh Tuan Luu, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu and Siu Cheung Hui - Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks - Proceedings of ACL 2019 (Long Paper)
  2. Yi Tay, Shuohang Wang, Anh Tuan Luu, Jie Fu, Minh C. Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui, Aston Zhang - Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives - Proceedings of ACL 2019 (Long Paper)
  3. Minh C. Phan, Aixin Sun, Yi Tay - Robust Representation Learning of Biomedical Names - Proceedings of ACL 2019 (Long Paper)
  4. Dingmin Wang, Yi Tay, Li Zhong - Confusionset-guided Pointer Networks for Chinese Spelling Check - Proceedings of ACL 2019 (Short Paper)
  5. Yi Tay, Shuai Zhang, Luu Anh Tuan, Siu Cheung Hui, Lina Yao, Lucas Vinh Tranh - Holographic Factorization Machines for Recommendation - Proceedings of AAAI 2019.
  6. Lucas Vinh Tranh, Tuan-Anh Nguyen Pham, Yi Tay, Yiding Liu, Gao Cong, Xiaoli-Li - Interact and Decide: Medley of Sub-Attention Networks for Group Recommendation - Proceedings of SIGIR 2019.
  7. Shuai Zhang, Lina Yao, Lucas Vinh Tranh, Aston Zhang, Yi Tay - Quaternion Collaborative Filtering for Recommendation - Proceedings of IJCAI 2019.
  8. Shuai Zhang, Lina Yao, Aixin Sun, Yi Tay - Deep Learning based Recommender System - A Survey and New Perspectives - ACM Computing Surveys (CSUR 2019).

In the Year of 2018

  1. Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Jian Su - Densely Connected Attention Propagation for Reading Comprehension - Proceedings of NeurIPS 2018 - Montreal, Canada. [code]
  2. Yi Tay, Anh Tuan Luu, Siu Cheung Hui - Recurrently Controlled Recurrent Networks - Proceedings of NeurIPS 2018 - Montreal, Canada [code]
  3. Yi Tay, Anh Tuan Luu, Siu Cheung Hui - Compare, Compress and Propagate - Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference - Proceedings of EMNLP 2018 (Full Paper) - Brussels, Belgium (Accepted) [preprint][code]
  4. Yi Tay, Anh Tuan Luu, Siu Cheung Hui - Multi-granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension - Proceedings of EMNLP 2018 (Full Paper) - Brussels, Belgium (Accepted)
  5. Yi Tay, Anh Tuan Luu, Siu Cheung Hui - Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences - Proceedings of EMNLP 2018 (Full Paper) - Brussels, Belgium (Accepted)[code]
  6. Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Jian Su - Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification - Proceedings of EMNLP 2018 (Full Paper) - Brussels, Belgium (Accepted)
  7. Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Jian Su - Reasoning with Sarcasm by Reading In-between (Accepted) - Proceedings of ACL 2018 (Full Paper, Oral Presentation), Melbourne [24.9% accepted rate][preprint]
  8. Yi Tay, Anh Tuan Luu, Siu Cheung Hui - Multi-Pointer Co-Attention Networks for Recommendation (Accepted) - Proceedings of KDD 2018 (Research Track, Full Paper, Oral Presentation), UK London [18.4% accepted rate][preprint][code]
  9. Yi Tay, Anh Tuan Luu, Siu Cheung Hui - Multi-Cast Attention Networks (Accepted) - Proceedings of KDD 2018 (Research Track, Full Paper), UK London [18.4% accepted rate][preprint] (SOTA on TrecQA dataset)
  10. Yi Tay, Anh Tuan Luu, Siu Cheung Hui - Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking - Proceedings of WWW 2018 (Research Track, Full Paper) , Lyon France [14.8% accepted rate][preprint][code]
  11. Yi Tay, Anh Tuan Luu, Siu Cheung Hui - CoupleNet: Paying Attention to Couples with Coupled Attention for Relationship Recommendation (Accepted) - Proceedings of ICWSM 2018 (Research Track, Full Paper), Stanford California [16.0% accepted rate][preprint][dataset]
  12. Yi Tay, Anh Tuan Luu, Siu Cheung Hui - Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering - Proceedings of WSDM 2018, Los Angeles (Full Paper) [16.1% accepted rate][preprint][code]
  13. Yi Tay, Anh Tuan Luu, Siu Cheung Hui - Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains (Accepted)- Proceedings of IJCAI 2018, Stockholm, Sweden (Full Paper) [20.5% accepted rate]
  14. Yi Tay, Anh Tuan Luu, Siu Cheung Hui - Learning to Attend via Word-Aspect Associative Fusion for Aspect-based Sentiment analysis - Proceedings of AAAI 2018 - New Orleans [25% accepted rate][arxiv][dataset]
  15. Yi Tay, Anh Tuan Luu, Siu Cheung Hui - Cross Temporal Recurrent Networks for Ranking Question Answer Pairs- Proceedings of AAAI 2018 (Oral Presentation)- New Orleans [25% accepted rate][arxiv][dataset]
  16. Yi Tay, Minh C. Phan, Anh Tuan Luu, Siu Cheung Hui - SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring - Proceedings of AAAI 2018 - New Orleans [25% accepted rate][arxiv]
  17. Minh C. Phan, Aixin Sun, Yi Tay, Jialong Han, Chenliang Li - Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All - Proceedings of TKDE 2018 (In Press)


In the Year of 2017 and before

  1. Yi Tay, Minh C. Phan, Anh Tuan Luu, Siu Cheung Hui - Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture - Proceedings of SIGIR 2017, Tokyo, Japan (Full Paper) [21.6% accepted rate][arxiv][dataset]
  2. Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Falk Brauer - Random Semantic Tensor Ensemble for Scalable Link Prediction on Knowledge Graphs - Proceedings of WSDM 2017, Cambridge [15.9% accepted rate][acm][dataset]
  3. Yi Tay, Anh Tuan Luu, Minh C. Phan, Siu Cheung Hui - Multi-task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs - Proceedings of CIKM 2017, Singapore (Full Paper) [21% accepted rate][arxiv]
  4. Yi Tay, Anh Tuan Luu, Siu Cheung Hui - Dyadic Memory Networks for Aspect-based Sentiment Analysis - Proceedings of CIKM 2017, Singapore (Full Paper) [21% accepted rate]
  5. Yi Tay, Anh Tuan Luu, Siu Cheung Hui - Non-parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs - Proceedings of AAAI 2017 [24.6% accepted rate][aaai]
  6. Minh C. Phan, Aixin Sun, Yi Tay, Jialong Han, Chenliang Li - NeuPL: Attention-based Semantic Matching and Pair Linking for Entity Disambiguation - Proceedings of CIKM 2017, Singapore, (Full Paper) [21% accepted rate]
  7. Minh C. Phan, Aixin Sun, Yi Tay - Cross Device User Linking : URL, Session, Visiting Time and Device Log Embedding -Proceedings of SIGIR 2017, Tokyo, Japan (Short Paper) [30.0% accepted rate][acm][code]
  8. Anh Tuan Luu, Yi Tay, Siu Cheung Hui, See Kiong Ng - Learning Term Embeddings for Taxonomic Relation Identification with Dynamic Weighting Neural Network - -Proceedings of EMNLP 2016 (Full Paper), Austin Texas [25.8% accepted rate][acl]


Note: Papers with [code] or [dataset] have planned releases if they are not already linked to a github repo or DL link.