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SummScreen: A Dataset for Abstractive Screenplay Summarization


Apr 14, 2021
Mingda Chen, Zewei Chu, Sam Wiseman, Kevin Gimpel


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Learning Chess Blindfolded: Evaluating Language Models on State Tracking


Feb 26, 2021
Shubham Toshniwal, Sam Wiseman, Karen Livescu, Kevin Gimpel


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Generating (Formulaic) Text by Splicing Together Nearest Neighbors


Jan 29, 2021
Sam Wiseman, Arturs Backurs, Karl Stratos


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Generating Wikipedia Article Sections from Diverse Data Sources


Dec 29, 2020
Mingda Chen, Sam Wiseman, Kevin Gimpel


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Controllable Paraphrasing and Translation with a Syntactic Exemplar


Oct 12, 2020
Mingda Chen, Sam Wiseman, Kevin Gimpel


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Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks


Oct 06, 2020
Shubham Toshniwal, Sam Wiseman, Allyson Ettinger, Karen Livescu, Kevin Gimpel

* EMNLP 2020 camera ready 

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Discrete Latent Variable Representations for Low-Resource Text Classification


Jun 11, 2020
Shuning Jin, Sam Wiseman, Karl Stratos, Karen Livescu

* ACL 2020 

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ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation


May 12, 2020
Lifu Tu, Richard Yuanzhe Pang, Sam Wiseman, Kevin Gimpel

* ACL 2020 camera-ready version 

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Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information


Apr 08, 2020
Karl Stratos, Sam Wiseman


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Amortized Bethe Free Energy Minimization for Learning MRFs


Jun 14, 2019
Sam Wiseman, Yoon Kim


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Label-Agnostic Sequence Labeling by Copying Nearest Neighbors


Jun 10, 2019
Sam Wiseman, Karl Stratos

* ACL 2019 

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Controllable Paraphrase Generation with a Syntactic Exemplar


Jun 03, 2019
Mingda Chen, Qingming Tang, Sam Wiseman, Kevin Gimpel

* ACL 2019 Long 

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A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations


Apr 02, 2019
Mingda Chen, Qingming Tang, Sam Wiseman, Kevin Gimpel

* NAACL 2019 
* NAACL 2019 Long paper 

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A Tutorial on Deep Latent Variable Models of Natural Language


Dec 18, 2018
Yoon Kim, Sam Wiseman, Alexander M. Rush

* EMNLP 2018 Tutorial 

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Learning Neural Templates for Text Generation


Sep 13, 2018
Sam Wiseman, Stuart M. Shieber, Alexander M. Rush

* EMNLP 2018 

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Semi-Amortized Variational Autoencoders


Jul 23, 2018
Yoon Kim, Sam Wiseman, Andrew C. Miller, David Sontag, Alexander M. Rush

* ICML 2018 

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Challenges in Data-to-Document Generation


Jul 25, 2017
Sam Wiseman, Stuart M. Shieber, Alexander M. Rush

* EMNLP 2017 

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Training Language Models Using Target-Propagation


Feb 15, 2017
Sam Wiseman, Sumit Chopra, Marc'Aurelio Ranzato, Arthur Szlam, Ruoyu Sun, Soumith Chintala, Nicolas Vasilache


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Sequence-to-Sequence Learning as Beam-Search Optimization


Nov 10, 2016
Sam Wiseman, Alexander M. Rush

* EMNLP 2016 camera-ready 

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Learning Global Features for Coreference Resolution


Apr 11, 2016
Sam Wiseman, Alexander M. Rush, Stuart M. Shieber

* Accepted to NAACL 2016 

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