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Capturing Greater Context for Question Generation


Oct 22, 2019
Luu Anh Tuan, Darsh J Shah, Regina Barzilay


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Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks


Jun 11, 2019
Yi Tay, Aston Zhang, Luu Anh Tuan, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu, Siu Cheung Hui

* ACL 2019 

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Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives


May 26, 2019
Yi Tay, Shuohang Wang, Luu Anh Tuan, Jie Fu, Minh C. Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui, Aston Zhang

* Accepted to ACL 2019 

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Recurrently Controlled Recurrent Networks


Nov 24, 2018
Yi Tay, Luu Anh Tuan, Siu Cheung Hui

* NIPS 2018 

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Densely Connected Attention Propagation for Reading Comprehension


Nov 10, 2018
Yi Tay, Luu Anh Tuan, Siu Cheung Hui, Jian Su

* NIPS 2018 

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Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference


Sep 10, 2018
Yi Tay, Luu Anh Tuan, Siu Cheung Hui

* EMNLP 2018 CRC and Update CAFE + ELMo result on SNLI 

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Self-Attentive Neural Collaborative Filtering


Jul 19, 2018
Yi Tay, Shuai Zhang, Luu Anh Tuan, Siu Cheung Hui

* We discovered a bug in our tensorflow implementation that involved accidental mixing of vectors across batches, rendering the main claim of the paper incorrect. We are withdrawing this paper until we find out why 

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Multi-Pointer Co-Attention Networks for Recommendation


Jun 21, 2018
Yi Tay, Luu Anh Tuan, Siu Cheung Hui

* Accepted to KDD 2018 (Research Track) 

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Multi-Cast Attention Networks for Retrieval-based Question Answering and Response Prediction


Jun 03, 2018
Yi Tay, Luu Anh Tuan, Siu Cheung Hui

* Accepted to KDD 2018 (Paper titled only "Multi-Cast Attention Networks" in KDD version) 

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Reasoning with Sarcasm by Reading In-between


May 08, 2018
Yi Tay, Luu Anh Tuan, Siu Cheung Hui, Jian Su

* Accepted to ACL2018 

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Multi-range Reasoning for Machine Comprehension


Mar 24, 2018
Yi Tay, Luu Anh Tuan, Siu Cheung Hui


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Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering


Nov 23, 2017
Yi Tay, Luu Anh Tuan, Siu Cheung Hui

* Accepted at WSDM 2018 

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Cross Temporal Recurrent Networks for Ranking Question Answer Pairs


Nov 21, 2017
Yi Tay, Luu Anh Tuan, Siu Cheung Hui

* Accepted to AAAI2018 

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SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring


Nov 14, 2017
Yi Tay, Minh C. Phan, Luu Anh Tuan, Siu Cheung Hui

* Accepted to AAAI 2018 

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Multi-task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs


Aug 16, 2017
Yi Tay, Luu Anh Tuan, Minh C. Phan, Siu Cheung Hui

* Accepted at CIKM 2017 

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Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text


Jul 10, 2017
Zhe Wang, Kingsley Kuan, Mathieu Ravaut, Gaurav Manek, Sibo Song, Yuan Fang, Seokhwan Kim, Nancy Chen, Luis Fernando D'Haro, Luu Anh Tuan, Hongyuan Zhu, Zeng Zeng, Ngai Man Cheung, Georgios Piliouras, Jie Lin, Vijay Chandrasekhar

* 8 pages, Accepted to CVPR'17 Workshop on YouTube-8M Large-Scale Video Understanding 

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