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Improving Compositional Generalization with Self-Training for Data-to-Text Generation


Oct 16, 2021
Sanket Vaibhav Mehta, Jinfeng Rao, Yi Tay, Mihir Kale, Ankur Parikh, Hongtao Zhong, Emma Strubell

* 10 pages 

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Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers


Sep 22, 2021
Yi Tay, Mostafa Dehghani, Jinfeng Rao, William Fedus, Samira Abnar, Hyung Won Chung, Sharan Narang, Dani Yogatama, Ashish Vaswani, Donald Metzler


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Long Range Arena: A Benchmark for Efficient Transformers


Nov 08, 2020
Yi Tay, Mostafa Dehghani, Samira Abnar, Yikang Shen, Dara Bahri, Philip Pham, Jinfeng Rao, Liu Yang, Sebastian Ruder, Donald Metzler


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Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue


Jun 17, 2019
Anusha Balakrishnan, Jinfeng Rao, Kartikeya Upasani, Michael White, Rajen Subba

* To appear in the Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (2019) 

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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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Simple Attention-Based Representation Learning for Ranking Short Social Media Posts


Nov 02, 2018
Peng Shi, Jinfeng Rao, Jimmy Lin


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Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search


May 21, 2018
Jinfeng Rao, Wei Yang, Yuhao Zhang, Ferhan Ture, Jimmy Lin


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Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering


Jul 25, 2017
Royal Sequiera, Gaurav Baruah, Zhucheng Tu, Salman Mohammed, Jinfeng Rao, Haotian Zhang, Jimmy Lin

* SIGIR 2017 Workshop on Neural Information Retrieval (Neu-IR'17), August 7-11, 2017, Shinjuku, Tokyo, Japan 

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Integrating Lexical and Temporal Signals in Neural Ranking Models for Searching Social Media Streams


Jul 25, 2017
Jinfeng Rao, Hua He, Haotian Zhang, Ferhan Ture, Royal Sequiera, Salman Mohammed, Jimmy Lin

* SIGIR 2017 Workshop on Neural Information Retrieval (Neu-IR'17), August 7-11, 2017, Shinjuku, Tokyo, Japan 

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