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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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RELIC: Retrieving Evidence for Literary Claims



Katherine Thai , Yapei Chang , Kalpesh Krishna , Mohit Iyyer

* ACL 2022 camera ready (19 pages) 

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NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation



Kaustubh D. Dhole , Varun Gangal , Sebastian Gehrmann , Aadesh Gupta , Zhenhao Li , Saad Mahamood , Abinaya Mahendiran , Simon Mille , Ashish Srivastava , Samson Tan , Tongshuang Wu , Jascha Sohl-Dickstein , Jinho D. Choi , Eduard Hovy , Ondrej Dusek , Sebastian Ruder , Sajant Anand , Nagender Aneja , Rabin Banjade , Lisa Barthe , Hanna Behnke , Ian Berlot-Attwell , Connor Boyle , Caroline Brun , Marco Antonio Sobrevilla Cabezudo , Samuel Cahyawijaya , Emile Chapuis , Wanxiang Che , Mukund Choudhary , Christian Clauss , Pierre Colombo , Filip Cornell , Gautier Dagan , Mayukh Das , Tanay Dixit , Thomas Dopierre , Paul-Alexis Dray , Suchitra Dubey , Tatiana Ekeinhor , Marco Di Giovanni , Rishabh Gupta , Rishabh Gupta , Louanes Hamla , Sang Han , Fabrice Harel-Canada , Antoine Honore , Ishan Jindal , Przemyslaw K. Joniak , Denis Kleyko , Venelin Kovatchev , Kalpesh Krishna , Ashutosh Kumar , Stefan Langer , Seungjae Ryan Lee , Corey James Levinson , Hualou Liang , Kaizhao Liang , Zhexiong Liu , Andrey Lukyanenko , Vukosi Marivate , Gerard de Melo , Simon Meoni , Maxime Meyer , Afnan Mir , Nafise Sadat Moosavi , Niklas Muennighoff , Timothy Sum Hon Mun , Kenton Murray , Marcin Namysl , Maria Obedkova , Priti Oli , Nivranshu Pasricha , Jan Pfister , Richard Plant , Vinay Prabhu , Vasile Pais , Libo Qin , Shahab Raji , Pawan Kumar Rajpoot , Vikas Raunak , Roy Rinberg , Nicolas Roberts , Juan Diego Rodriguez , Claude Roux , Vasconcellos P. H. S. , Ananya B. Sai , Robin M. Schmidt , Thomas Scialom , Tshephisho Sefara , Saqib N. Shamsi , Xudong Shen , Haoyue Shi , Yiwen Shi , Anna Shvets , Nick Siegel , Damien Sileo , Jamie Simon , Chandan Singh , Roman Sitelew , Priyank Soni , Taylor Sorensen , William Soto , Aman Srivastava , KV Aditya Srivatsa , Tony Sun , Mukund Varma T , A Tabassum , Fiona Anting Tan , Ryan Teehan , Mo Tiwari , Marie Tolkiehn , Athena Wang , Zijian Wang , Gloria Wang , Zijie J. Wang , Fuxuan Wei , Bryan Wilie , Genta Indra Winata , Xinyi Wu , Witold Wydmański , Tianbao Xie , Usama Yaseen , M. Yee , Jing Zhang , Yue Zhang

* 39 pages, repository at https://github.com/GEM-benchmark/NL-Augmenter 

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Few-shot Controllable Style Transfer for Low-Resource Settings: A Study in Indian Languages



Kalpesh Krishna , Deepak Nathani , Xavier Garcia , Bidisha Samanta , Partha Talukdar

* preprint, 30 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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Hurdles to Progress in Long-form Question Answering



Kalpesh Krishna , Aurko Roy , Mohit Iyyer

* accepted to NAACL 2021 (17 pages) 

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Weakly-Supervised Open-Retrieval Conversational Question Answering



Chen Qu , Liu Yang , Cen Chen , W. Bruce Croft , Kalpesh Krishna , Mohit Iyyer

* Accepted to ECIR'21 

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Long Document Summarization in a Low Resource Setting using Pretrained Language Models



Ahsaas Bajaj , Pavitra Dangati , Kalpesh Krishna , Pradhiksha Ashok Kumar , Rheeya Uppaal , Bradford Windsor , Eliot Brenner , Dominic Dotterrer , Rajarshi Das , Andrew McCallum


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An Analysis of Frame-skipping in Reinforcement Learning



Shivaram Kalyanakrishnan , Siddharth Aravindan , Vishwajeet Bagdawat , Varun Bhatt , Harshith Goka , Archit Gupta , Kalpesh Krishna , Vihari Piratla


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Reformulating Unsupervised Style Transfer as Paraphrase Generation



Kalpesh Krishna , John Wieting , Mohit Iyyer

* EMNLP 2020 camera-ready (26 pages) 

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