publications

2021

1. Arxiv

   Attention-guided generative models for extractive question answering

   Xu, Peng*, Liang, Davis*, Huang, Zhiheng, and Xiang, Bing

   arXiv preprint arXiv:2110.06393 2021

   Bib HTML

   @article{xu2021attention,
     title = {Attention-guided generative models for extractive question answering},
     author = {Xu, Peng* and Liang, Davis* and Huang, Zhiheng and Xiang, Bing},
     journal = {arXiv preprint arXiv:2110.06393},
     year = {2021},
     abbr = {Arxiv},
     html = {https://arxiv.org/pdf/2110.06393.pdf},
     bibtex_show = {true},
     selected = {true}
   }

2. Arxiv

   Multiplicative Position-aware Transformer Models for Language Understanding

   Huang, Zhiheng, Liang, Davis, Xu, Peng, and Xiang, Bing

   arXiv preprint arXiv:2109.12788 2021

2020

1. Arxiv

   Embedding-based Zero-shot Retrieval through Query Generation

   Liang, Davis*, Xu, Peng*, Shakeri, Siamak, Santos, Cicero Nogueira dos, Nallapati, Ramesh, Huang, Zhiheng, and Xiang, Bing

   arXiv preprint arXiv:2009.10270 2020

   Bib HTML

   @article{liang2020embedding,
     title = {Embedding-based Zero-shot Retrieval through Query Generation},
     author = {Liang, Davis* and Xu, Peng* and Shakeri, Siamak and Santos, Cicero Nogueira dos and Nallapati, Ramesh and Huang, Zhiheng and Xiang, Bing},
     journal = {arXiv preprint arXiv:2009.10270},
     year = {2020},
     abbr = {Arxiv},
     html = {https://arxiv.org/pdf/2009.10270.pdf},
     bibtex_show = {true},
     selected = {true}
   }

2. ACL

   Masked language model scoring

   Salazar, Julian, Liang, Davis, Nguyen, Toan Q, and Kirchhoff, Katrin

   ACL 2020

   Bib HTML

   @article{salazar2019masked,
     title = {Masked language model scoring},
     author = {Salazar, Julian and Liang, Davis and Nguyen, Toan Q and Kirchhoff, Katrin},
     journal = {ACL},
     year = {2020},
     abbr = {ACL},
     html = {https://arxiv.org/pdf/1910.14659.pdf},
     bibtex_show = {true},
     selected = {true}
   }

3. EMNLP Findings

   Improve transformer models with better relative position embeddings

   Huang, Zhiheng, Liang, Davis, Xu, Peng, and Xiang, Bing

   EMNLP Findings 2020

   Bib HTML

   @article{huang2020improve,
     title = {Improve transformer models with better relative position embeddings},
     author = {Huang, Zhiheng and Liang, Davis and Xu, Peng and Xiang, Bing},
     journal = {EMNLP Findings},
     year = {2020},
     abbr = {EMNLP Findings},
     html = {https://arxiv.org/pdf/2009.13658.pdf},
     bibtex_show = {true},
     selected = {true}
   }

4. Resistance AI

   Decoding and Diversity in Machine Translation

   Roberts, Nicholas, Liang, Davis, Neubig, Graham, and Lipton, Zachary C

   NeurIPS Resistance AI Workshop 2020

   Bib HTML

   @article{roberts2020decoding,
     title = {Decoding and Diversity in Machine Translation},
     author = {Roberts, Nicholas and Liang, Davis and Neubig, Graham and Lipton, Zachary C},
     journal = {NeurIPS Resistance AI Workshop},
     year = {2020},
     abbr = {Resistance AI},
     html = {https://arxiv.org/pdf/2011.13477.pdf},
     bibtex_show = {true},
     selected = {true}
   }

5. Arxiv

   TRANS-BLSTM: Transformer with bidirectional LSTM for language understanding

   Huang, Zhiheng, Xu, Peng, Liang, Davis, Mishra, Ajay, and Xiang, Bing

   arXiv preprint arXiv:2003.07000 2020

2019

2018

1. IDLT

   Invariant representation learning for robust deep networks

   Salazar, Julian, Liang, Davis, Huang, Zhiheng, and Lipton, Zachary C

   In Workshop on Integration of Deep Learning Theories, NeurIPS 2018

2017

1. IJCNLP

   Deep automated multi-task learning

   Liang, Davis, and Shu, Yan

   IJCNLP 2017

   Bib HTML

   @article{liang2017deep,
     title = {Deep automated multi-task learning},
     author = {Liang, Davis and Shu, Yan},
     journal = {IJCNLP},
     year = {2017},
     abbr = {IJCNLP},
     html = {https://arxiv.org/pdf/1709.05554.pdf},
     bibtex_show = {true},
     selected = {true}
   }