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On Continual Model Refinement in Out-of-Distribution Data Streams



Bill Yuchen Lin , Sida Wang , Xi Victoria Lin , Robin Jia , Lin Xiao , Xiang Ren , Wen-tau Yih

* Accepted to ACL 2022; Project website: https://cmr-nlp.github.io/ 

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Knowledge Base Question Answering by Case-based Reasoning over Subgraphs



Rajarshi Das , Ameya Godbole , Ankita Naik , Elliot Tower , Robin Jia , Manzil Zaheer , Hannaneh Hajishirzi , Andrew McCallum


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Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants



Max Bartolo , Tristan Thrush , Sebastian Riedel , Pontus Stenetorp , Robin Jia , Douwe Kiela


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On the Robustness of Reading Comprehension Models to Entity Renaming



Jun Yan , Yang Xiao , Sagnik Mukherjee , Bill Yuchen Lin , Robin Jia , Xiang Ren


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Analyzing Dynamic Adversarial Training Data in the Limit



Eric Wallace , Adina Williams , Robin Jia , Douwe Kiela


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Question Answering Infused Pre-training of General-Purpose Contextualized Representations



Robin Jia , Mike Lewis , Luke Zettlemoyer


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Swords: A Benchmark for Lexical Substitution with Improved Data Coverage and Quality



Mina Lee , Chris Donahue , Robin Jia , Alexander Iyabor , Percy Liang

* Published as a conference paper at NAACL 2021 

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The statistical advantage of automatic NLG metrics at the system level



Johnny Tian-Zheng Wei , Robin Jia

* ACL 2021 

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Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking



Zhiyi Ma , Kawin Ethayarajh , Tristan Thrush , Somya Jain , Ledell Wu , Robin Jia , Christopher Potts , Adina Williams , Douwe Kiela


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