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Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation



Tu Vu , Aditya Barua , Brian Lester , Daniel Cer , Mohit Iyyer , Noah Constant


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RankGen: Improving Text Generation with Large Ranking Models



Kalpesh Krishna , Yapei Chang , John Wieting , Mohit Iyyer

* Preprint (34 pages), code and pretrained model checkpoints will be provided at https://github.com/martiansideofthemoon/rankgen 

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Modeling Exemplification in Long-form Question Answering via Retrieval



Shufan Wang , Fangyuan Xu , Laure Thompson , Eunsol Choi , Mohit Iyyer

* 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics 

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ChapterBreak: A Challenge Dataset for Long-Range Language Models



Simeng Sun , Katherine Thai , Mohit Iyyer


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RELIC: Retrieving Evidence for Literary Claims



Katherine Thai , Yapei Chang , Kalpesh Krishna , Mohit Iyyer

* ACL 2022 camera ready (19 pages) 

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Do Long-Range Language Models Actually Use Long-Range Context?



Simeng Sun , Kalpesh Krishna , Andrew Mattarella-Micke , Mohit Iyyer

* EMNLP2021 

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The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation



Marzena Karpinska , Nader Akoury , Mohit Iyyer

* EMNLP 2021 (20 pages) 

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Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration



Shufan Wang , Laure Thompson , Mohit Iyyer

* EMNLP 2021 Conference Camera Ready 

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STraTA: Self-Training with Task Augmentation for Better Few-shot Learning



Tu Vu , Minh-Thang Luong , Quoc V. Le , Grady Simon , Mohit Iyyer

* Accepted as a conference paper at EMNLP 2021, 17 pages, 3 figures, 11 tables 

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Improved Latent Tree Induction with Distant Supervision via Span Constraints



Zhiyang Xu , Andrew Drozdov , Jay Yoon Lee , Tim O'Gorman , Subendhu Rongali , Dylan Finkbeiner , Shilpa Suresh , Mohit Iyyer , Andrew McCallum

* EMNLP 2021 

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