Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Bing Xiang

Attention-guided Generative Models for Extractive Question Answering


Oct 12, 2021
Peng Xu, Davis Liang, Zhiheng Huang, Bing Xiang

* 10 pages 

  Access Paper or Ask Questions

Multiplicative Position-aware Transformer Models for Language Understanding


Sep 27, 2021
Zhiheng Huang, Davis Liang, Peng Xu, Bing Xiang

* arXiv admin note: text overlap with arXiv:2009.13658 

  Access Paper or Ask Questions

Pairwise Supervised Contrastive Learning of Sentence Representations


Sep 12, 2021
Dejiao Zhang, Shang-Wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang

* 9 pages, EMNLP 2021 

  Access Paper or Ask Questions

Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering


Aug 05, 2021
Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang

* ACL 2021 

  Access Paper or Ask Questions

Joint Text and Label Generation for Spoken Language Understanding


May 11, 2021
Yang Li, Ben Athiwaratkun, Cicero Nogueira dos Santos, Bing Xiang


  Access Paper or Ask Questions

Improving Factual Consistency of Abstractive Summarization via Question Answering


May 10, 2021
Feng Nan, Cicero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang

* ACL-IJCNLP 2021 

  Access Paper or Ask Questions

Generative Context Pair Selection for Multi-hop Question Answering


Apr 18, 2021
Dheeru Dua, Cicero Nogueira dos Santos, Patrick Ng, Ben Athiwaratkun, Bing Xiang, Matt Gardner, Sameer Singh


  Access Paper or Ask Questions

Supporting Clustering with Contrastive Learning


Mar 24, 2021
Dejiao Zhang, Feng Nan, Xiaokai Wei, Shangwen Li, Henghui Zhu, Kathleen McKeown, Ramesh Nallapati, Andrew Arnold, Bing Xiang

* NAACL 2021 

  Access Paper or Ask Questions

Entity-level Factual Consistency of Abstractive Text Summarization


Feb 18, 2021
Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cicero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathleen McKeown, Bing Xiang

* EACL 2021 

  Access Paper or Ask Questions

Structured Prediction as Translation between Augmented Natural Languages


Jan 28, 2021
Giovanni Paolini, Ben Athiwaratkun, Jason Krone, Jie Ma, Alessandro Achille, Rishita Anubhai, Cicero Nogueira dos Santos, Bing Xiang, Stefano Soatto


  Access Paper or Ask Questions

Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training


Dec 18, 2020
Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cicero Nogueira dos Santos, Bing Xiang

* Accepted to AAAI 2021 

  Access Paper or Ask Questions

Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction


Nov 26, 2020
Yifan Gao, Henghui Zhu, Patrick Ng, Cicero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang


  Access Paper or Ask Questions

End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems


Oct 12, 2020
Siamak Shakeri, Cicero Nogueira dos Santos, Henry Zhu, Patrick Ng, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang

* EMNLP 2020 

  Access Paper or Ask Questions

Beyond [CLS] through Ranking by Generation


Oct 06, 2020
Cicero Nogueira dos Santos, Xiaofei Ma, Ramesh Nallapati, Zhiheng Huang, Bing Xiang

* EMNLP 2020 

  Access Paper or Ask Questions

Improve Transformer Models with Better Relative Position Embeddings


Sep 28, 2020
Zhiheng Huang, Davis Liang, Peng Xu, Bing Xiang

* Accepted as Findings of EMNLP 2020 

  Access Paper or Ask Questions

Augmented Natural Language for Generative Sequence Labeling


Sep 15, 2020
Ben Athiwaratkun, Cicero Nogueira dos Santos, Jason Krone, Bing Xiang

* To appear at EMNLP 2020 

  Access Paper or Ask Questions

Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering


Apr 24, 2020
Alexander R. Fabbri, Patrick Ng, Zhiguo Wang, Ramesh Nallapati, Bing Xiang

* ACL 2020 

  Access Paper or Ask Questions

TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding


Mar 16, 2020
Zhiheng Huang, Peng Xu, Davis Liang, Ajay Mishra, Bing Xiang


  Access Paper or Ask Questions

Who did They Respond to? Conversation Structure Modeling using Masked Hierarchical Transformer


Nov 25, 2019
Henghui Zhu, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang

* AAAI 2020 

  Access Paper or Ask Questions

Universal Text Representation from BERT: An Empirical Study


Oct 23, 2019
Xiaofei Ma, Zhiguo Wang, Patrick Ng, Ramesh Nallapati, Bing Xiang


  Access Paper or Ask Questions

Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering


Oct 02, 2019
Zhiguo Wang, Patrick Ng, Xiaofei Ma, Ramesh Nallapati, Bing Xiang

* To appear in EMNLP 2019 

  Access Paper or Ask Questions

Topic Modeling with Wasserstein Autoencoders


Jul 24, 2019
Feng Nan, Ran Ding, Ramesh Nallapati, Bing Xiang

* to appear at ACL 2019 

  Access Paper or Ask Questions

Passage Ranking with Weak Supervision


Jun 04, 2019
Peng Xu, Xiaofei Ma, Ramesh Nallapati, Bing Xiang

* ICLR 2019 LLD workshop 
* 6 pages, 1 figure 

  Access Paper or Ask Questions

Passage Ranking with Weak Supervsion


May 15, 2019
Peng Xu, Xiaofei Ma, Ramesh Nallapati, Bing Xiang

* ICLR 2019 LLD workshop 
* 6 pages, 1 figure 

  Access Paper or Ask Questions

WeNet: Weighted Networks for Recurrent Network Architecture Search


Apr 08, 2019
Zhiheng Huang, Bing Xiang


  Access Paper or Ask Questions

OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations


Mar 20, 2019
Pramuditha Perera, Ramesh Nallapati, Bing Xiang

* CVPR 2019 Accepted Paper 

  Access Paper or Ask Questions

Coherence-Aware Neural Topic Modeling


Sep 07, 2018
Ran Ding, Ramesh Nallapati, Bing Xiang

* Accepted at EMNLP 2018 

  Access Paper or Ask Questions