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Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models


Jan 18, 2021
Tianxing He, Bryan McCann, Caiming Xiong, Ehsan Hosseini-Asl

* EACL 2021 

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CTRLsum: Towards Generic Controllable Text Summarization


Dec 08, 2020
Junxian He, Wojciech Kryściński, Bryan McCann, Nazneen Rajani, Caiming Xiong

* Preprint 

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What's New? Summarizing Contributions in Scientific Literature


Nov 09, 2020
Hiroaki Hayashi, Wojciech Kryściński, Bryan McCann, Nazneen Rajani, Caiming Xiong

* 9 pages, 5 tables, 2 figures 

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Char2Subword: Extending the Subword Embedding Space from Pre-trained Models Using Robust Character Compositionality


Oct 24, 2020
Gustavo Aguilar, Bryan McCann, Tong Niu, Nazneen Rajani, Nitish Keskar, Thamar Solorio


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GeDi: Generative Discriminator Guided Sequence Generation


Sep 14, 2020
Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq Joty, Richard Socher, Nazneen Fatema Rajani


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SummEval: Re-evaluating Summarization Evaluation


Jul 31, 2020
Alexander R. Fabbri, Wojciech Kryściński, Bryan McCann, Caiming Xiong, Richard Socher, Dragomir Radev

* 10 pages, 4 tables, 1 figure 

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A Simple Language Model for Task-Oriented Dialogue


May 25, 2020
Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, Semih Yavuz, Richard Socher

* Version 2: Adding error analysis; 20 Pages, 1 figure, 18 tables 

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Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation


May 03, 2020
Tianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani, Bryan McCann, Vicente Ordonez, Caiming Xiong

* Accepted to ACL 2020 

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ProGen: Language Modeling for Protein Generation


Mar 08, 2020
Ali Madani, Bryan McCann, Nikhil Naik, Nitish Shirish Keskar, Namrata Anand, Raphael R. Eguchi, Po-Ssu Huang, Richard Socher


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Evaluating the Factual Consistency of Abstractive Text Summarization


Oct 28, 2019
Wojciech Kryściński, Bryan McCann, Caiming Xiong, Richard Socher

* 11 pages, 7 tables, 1 algorithm 

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CTRL: A Conditional Transformer Language Model for Controllable Generation


Sep 20, 2019
Nitish Shirish Keskar, Bryan McCann, Lav R. Varshney, Caiming Xiong, Richard Socher


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Neural Text Summarization: A Critical Evaluation


Aug 23, 2019
Wojciech Kryściński, Nitish Shirish Keskar, Bryan McCann, Caiming Xiong, Richard Socher

* To appear in EMNLP 2019, 13 pages, 2 figures, 6 tables 

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Explain Yourself! Leveraging Language Models for Commonsense Reasoning


Jun 06, 2019
Nazneen Fatema Rajani, Bryan McCann, Caiming Xiong, Richard Socher

* In Proceedings of the Association for Computational Linguistics (ACL), 2019. Florence, Italy 
* Accepted at ACL, 11 pages total 

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XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering


May 27, 2019
Jasdeep Singh, Bryan McCann, Nitish Shirish Keskar, Caiming Xiong, Richard Socher


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Unifying Question Answering and Text Classification via Span Extraction


Apr 19, 2019
Nitish Shirish Keskar, Bryan McCann, Caiming Xiong, Richard Socher


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The Natural Language Decathlon: Multitask Learning as Question Answering


Jun 20, 2018
Bryan McCann, Nitish Shirish Keskar, Caiming Xiong, Richard Socher


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Learned in Translation: Contextualized Word Vectors


Jun 20, 2018
Bryan McCann, James Bradbury, Caiming Xiong, Richard Socher


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Revisiting Activation Regularization for Language RNNs


Aug 03, 2017
Stephen Merity, Bryan McCann, Richard Socher


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