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Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing


Oct 16, 2021
Haoyue Shi, Kevin Gimpel, Karen Livescu


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On Generalization in Coreference Resolution


Sep 20, 2021
Shubham Toshniwal, Patrick Xia, Sam Wiseman, Karen Livescu, Kevin Gimpel

* CRAC 2021 

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TVRecap: A Dataset for Generating Stories with Character Descriptions


Sep 18, 2021
Mingda Chen, Kevin Gimpel


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Paraphrastic Representations at Scale


Apr 30, 2021
John Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick


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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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Substructure Substitution: Structured Data Augmentation for NLP


Jan 02, 2021
Haoyue Shi, Karen Livescu, Kevin Gimpel


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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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Unsupervised Label Refinement Improves Dataless Text Classification


Dec 08, 2020
Zewei Chu, Karl Stratos, Kevin Gimpel


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Clustering Contextualized Representations of Text for Unsupervised Syntax Induction


Oct 24, 2020
Vikram Gupta, Haoyue Shi, Kevin Gimpel, Mrinmaya Sachan


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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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Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference


Oct 08, 2020
Xiaoan Ding, Tianyu Liu, Baobao Chang, Zhifang Sui, Kevin Gimpel

* 14 pages, EMNLP 2020, the first two authors contributed equally 

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On the Role of Supervision in Unsupervised Constituency Parsing


Oct 07, 2020
Haoyue Shi, Karen Livescu, Kevin Gimpel

* EMNLP 2020. Project page: https://ttic.uchicago.edu/~freda/project/rsucp/ 

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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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An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks


Oct 06, 2020
Lifu Tu, Tianyu Liu, Kevin Gimpel

* EMNLP 2020. The first two authors contributed equally 

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Mining Knowledge for Natural Language Inference from Wikipedia Categories


Oct 03, 2020
Mingda Chen, Zewei Chu, Karl Stratos, Kevin Gimpel

* Findings of EMNLP 2020 

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Natcat: Weakly Supervised Text Classification with Naturally Annotated Datasets


Sep 29, 2020
Zewei Chu, Karl Stratos, Kevin Gimpel


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Adding Recurrence to Pretrained Transformers for Improved Efficiency and Context Size


Aug 16, 2020
Davis Yoshida, Allyson Ettinger, Kevin Gimpel

* 12 pages, 5 figures 

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A Cross-Task Analysis of Text Span Representations


Jun 06, 2020
Shubham Toshniwal, Haoyue Shi, Bowen Shi, Lingyu Gao, Karen Livescu, Kevin Gimpel

* RepL4NLP 2020 

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Learning Probabilistic Sentence Representations from Paraphrases


May 16, 2020
Mingda Chen, Kevin Gimpel

* Repl4NLP at ACL 2020, short paper 

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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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PeTra: A Sparsely Supervised Memory Model for People Tracking


May 06, 2020
Shubham Toshniwal, Allyson Ettinger, Kevin Gimpel, Karen Livescu

* ACL 2020 

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How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions


Nov 21, 2019
Zewei Chu, Mingda Chen, Jing Chen, Miaosen Wang, Kevin Gimpel, Manaal Faruqui, Xiance Si

* AAAI 2020 

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Improving Joint Training of Inference Networks and Structured Prediction Energy Networks


Nov 07, 2019
Lifu Tu, Richard Yuanzhe Pang, Kevin Gimpel


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ALBERT: A Lite BERT for Self-supervised Learning of Language Representations


Oct 30, 2019
Zhenzhong Lan, Mingda Chen, Sebastian Goodman, Kevin Gimpel, Piyush Sharma, Radu Soricut


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Latent-Variable Generative Models for Data-Efficient Text Classification


Oct 01, 2019
Xiaoan Ding, Kevin Gimpel

* 11 pages, EMNLP 2019 

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Simple and Effective Paraphrastic Similarity from Parallel Translations


Sep 30, 2019
John Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick

* Published as a short paper at ACL 2019 

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Generating Diverse Story Continuations with Controllable Semantics


Sep 30, 2019
Lifu Tu, Xiaoan Ding, Dong Yu, Kevin Gimpel

* EMNLP 2019 Workshop on Neural Generation and Translation (WNGT2019), and non-archival acceptance in NeuralGen 2019 

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