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Continual Learning for Instruction Following from Realtime Feedback


Dec 19, 2022
Alane Suhr, Yoav Artzi

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Abstract Visual Reasoning with Tangram Shapes


Nov 29, 2022
Anya Ji, Noriyuki Kojima, Noah Rush, Alane Suhr, Wai Keen Vong, Robert D. Hawkins, Yoav Artzi

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* EMNLP 2022 long paper 

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lilGym: Natural Language Visual Reasoning with Reinforcement Learning


Nov 03, 2022
Anne Wu, Kianté Brantley, Noriyuki Kojima, Yoav Artzi

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Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages


May 02, 2022
Felix Wu, Kwangyoun Kim, Shinji Watanabe, Kyu Han, Ryan McDonald, Kilian Q. Weinberger, Yoav Artzi

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* Code available at https://github.com/asappresearch/wav2seq 

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Simulating Bandit Learning from User Feedback for Extractive Question Answering


Mar 18, 2022
Ge Gao, Eunsol Choi, Yoav Artzi

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* ACL 2022 

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SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech


Nov 19, 2021
Suwon Shon, Ankita Pasad, Felix Wu, Pablo Brusco, Yoav Artzi, Karen Livescu, Kyu J. Han

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* Toolkit link https://github.com/asappresearch/slue-toolkit 

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When in Doubt: Improving Classification Performance with Alternating Normalization


Sep 28, 2021
Menglin Jia, Austin Reiter, Ser-Nam Lim, Yoav Artzi, Claire Cardie

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* Findings of EMNLP 2021 

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Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition


Sep 14, 2021
Felix Wu, Kwangyoun Kim, Jing Pan, Kyu Han, Kilian Q. Weinberger, Yoav Artzi

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* Code available at https://github.com/asappresearch/sew 

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Analysis of Language Change in Collaborative Instruction Following


Sep 09, 2021
Anna Effenberger, Eva Yan, Rhia Singh, Alane Suhr, Yoav Artzi

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* Findings of EMNLP 2021 Short Paper 

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Who's Waldo? Linking People Across Text and Images


Aug 17, 2021
Claire Yuqing Cui, Apoorv Khandelwal, Yoav Artzi, Noah Snavely, Hadar Averbuch-Elor

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* Published in ICCV 2021 (Oral). Project webpage: https://whoswaldo.github.io 

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