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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 

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Transductive Learning for Abstractive News Summarization


Apr 17, 2021
Arthur Bražinskas, Mengwen Liu, Ramesh Nallapati, Sujith Ravi, Markus Dreyer


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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 

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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 

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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


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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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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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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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Multi Sense Embeddings from Topic Models


Sep 17, 2019
Shobhit Jain, Sravan Babu Bodapati, Ramesh Nallapati, Anima Anandkumar

* ACL, Year: 2019, Volume: 74, Page: 42 
* 8 pages, 1 figure, 7 tables 

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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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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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SenGen: Sentence Generating Neural Variational Topic Model


Aug 01, 2017
Ramesh Nallapati, Igor Melnyk, Abhishek Kumar, Bowen Zhou


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Classify or Select: Neural Architectures for Extractive Document Summarization


Nov 14, 2016
Ramesh Nallapati, Bowen Zhou, Mingbo Ma

* arXiv admin note: text overlap with arXiv:1611.04230 

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SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents


Nov 14, 2016
Ramesh Nallapati, Feifei Zhai, Bowen Zhou

* Published at AAAI 2017, The Thirty-First AAAI Conference on Artificial Intelligence (AAAI-2017) 

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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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Pointing the Unknown Words


Aug 21, 2016
Caglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, Bowen Zhou, Yoshua Bengio

* ACL 2016 Oral Paper 

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