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Richard Socher

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Explaining and Improving Model Behavior with k Nearest Neighbor Representations

Oct 18, 2020
Nazneen Fatema Rajani, Ben Krause, Wengpeng Yin, Tong Niu, Richard Socher, Caiming Xiong

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Explaining Creative Artifacts

Oct 14, 2020
Lav R. Varshney, Nazneen Fatema Rajani, Richard Socher

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Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start

Oct 06, 2020
Wenpeng Yin, Nazneen Fatema Rajani, Dragomir Radev, Richard Socher, Caiming Xiong

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GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing

Sep 29, 2020
Tao Yu, Chien-Sheng Wu, Xi Victoria Lin, Bailin Wang, Yi Chern Tan, Xinyi Yang, Dragomir Radev, Richard Socher, Caiming Xiong

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Composed Variational Natural Language Generation for Few-shot Intents

Sep 21, 2020
Congying Xia, Caiming Xiong, Philip Yu, Richard Socher

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GeDi: Generative Discriminator Guided Sequence Generation

Sep 14, 2020
Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq Joty, Richard Socher, Nazneen Fatema Rajani

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Central Yup'ik and Machine Translation of Low-Resource Polysynthetic Languages

Sep 09, 2020
Christopher Liu, Laura Dominé, Kevin Chavez, Richard Socher

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Photon: A Robust Cross-Domain Text-to-SQL System

Aug 03, 2020
Jichuan Zeng, Xi Victoria Lin, Caiming Xiong, Richard Socher, Michael R. Lyu, Irwin King, Steven C. H. Hoi

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SummEval: Re-evaluating Summarization Evaluation

Jul 31, 2020
Alexander R. Fabbri, Wojciech Kryściński, Bryan McCann, Caiming Xiong, Richard Socher, Dragomir Radev

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