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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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