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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 

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Beyond [CLS] through Ranking by Generation

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

* EMNLP 2020 

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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 

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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 

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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 

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TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding

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


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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 

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Universal Text Representation from BERT: An Empirical Study

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


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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 

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Topic Modeling with Wasserstein Autoencoders

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

* to appear at ACL 2019 

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Passage Ranking with Weak Supervision

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

* ICLR 2019 LLD workshop 
* 6 pages, 1 figure 

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Passage Ranking with Weak Supervsion

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

* ICLR 2019 LLD workshop 
* 6 pages, 1 figure 

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WeNet: Weighted Networks for Recurrent Network Architecture Search

Apr 08, 2019
Zhiheng Huang, Bing Xiang


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

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

* CVPR 2019 Accepted Paper 

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Coherence-Aware Neural Topic Modeling

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

* Accepted at EMNLP 2018 

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ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs

Jun 25, 2018
Wenpeng Yin, Hinrich SchĂŒtze, Bing Xiang, Bowen Zhou

* TACL Camera-ready 

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Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering

May 13, 2018
Rui Zhang, Cicero Nogueira dos Santos, Michihiro Yasunaga, Bing Xiang, Dragomir Radev

* ACL2018 

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Group Sparse CNNs for Question Classification with Answer Sets

Oct 07, 2017
Mingbo Ma, Liang Huang, Bing Xiang, Bowen Zhou

* 6, ACL 2017 

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GaDei: On Scale-up Training As A Service For Deep Learning

Oct 03, 2017
Wei Zhang, Minwei Feng, Yunhui Zheng, Yufei Ren, Yandong Wang, Ji Liu, Peng Liu, Bing Xiang, Li Zhang, Bowen Zhou, Fei Wang


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Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks

Sep 28, 2017
Mingbo Ma, Kai Zhao, Liang Huang, Bing Xiang, Bowen Zhou

* interspeech 2017 

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Improved Neural Relation Detection for Knowledge Base Question Answering

May 27, 2017
Mo Yu, Wenpeng Yin, Kazi Saidul Hasan, Cicero dos Santos, Bing Xiang, Bowen Zhou

* Accepted by ACL 2017 (updated for camera-ready) 

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A Structured Self-attentive Sentence Embedding

Mar 09, 2017
Zhouhan Lin, Minwei Feng, Cicero Nogueira dos Santos, Mo Yu, Bing Xiang, Bowen Zhou, Yoshua Bengio

* 15 pages with appendix, 7 figures, 4 tables. Conference paper in 5th International Conference on Learning Representations (ICLR 2017) 

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Neural Models for Sequence Chunking

Jan 15, 2017
Feifei Zhai, Saloni Potdar, Bing Xiang, Bowen Zhou

* Accepted by AAAI 2017 

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End-to-End Answer Chunk Extraction and Ranking for Reading Comprehension

Nov 02, 2016
Yang Yu, Wei Zhang, Kazi Hasan, Mo Yu, Bing Xiang, Bowen Zhou

* Submitted to AAAI 

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Simple Question Answering by Attentive Convolutional Neural Network

Oct 11, 2016
Wenpeng Yin, Mo Yu, Bing Xiang, Bowen Zhou, Hinrich SchĂŒtze

* Accepted as an oral long paper by COLING'2016 

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Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling

Aug 31, 2016
Gakuto Kurata, Bing Xiang, Bowen Zhou, Mo Yu

* Accepted in EMNLP 2016 

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Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond

Aug 26, 2016
Ramesh Nallapati, Bowen Zhou, Cicero Nogueira dos santos, Caglar Gulcehre, Bing Xiang

* The SIGNLL Conference on Computational Natural Language Learning (CoNLL), 2016 

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Distributed Deep Learning for Question Answering

Aug 04, 2016
Minwei Feng, Bing Xiang, Bowen Zhou

* This paper will appear in the Proceeding of The 25th ACM International Conference on Information and Knowledge Management (CIKM 2016), Indianapolis, USA 

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