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Richard Socher

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Large Language Models: A Survey

Feb 20, 2024
Shervin Minaee, Tomas Mikolov, Narjes Nikzad, Meysam Chenaghlu, Richard Socher, Xavier Amatriain, Jianfeng Gao

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Converse: A Tree-Based Modular Task-Oriented Dialogue System

Mar 30, 2022
Tian Xie, Xinyi Yang, Angela S. Lin, Feihong Wu, Kazuma Hashimoto, Jin Qu, Young Mo Kang, Wenpeng Yin, Huan Wang, Semih Yavuz, Gang Wu, Michael Jones, Richard Socher, Yingbo Zhou, Wenhao Liu, Caiming Xiong

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The AI Economist: Optimal Economic Policy Design via Two-level Deep Reinforcement Learning

Aug 05, 2021
Stephan Zheng, Alexander Trott, Sunil Srinivasa, David C. Parkes, Richard Socher

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Evaluating State-of-the-Art Classification Models Against Bayes Optimality

Jun 07, 2021
Ryan Theisen, Huan Wang, Lav R. Varshney, Caiming Xiong, Richard Socher

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Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing

Dec 31, 2020
Xi Victoria Lin, Richard Socher, Caiming Xiong

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Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization

Dec 28, 2020
Stanislaw Jastrzebski, Devansh Arpit, Oliver Astrand, Giancarlo Kerg, Huan Wang, Caiming Xiong, Richard Socher, Kyunghyun Cho, Krzysztof Geras

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Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference

Oct 25, 2020
Jian-Guo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong

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Online Structured Meta-learning

Oct 22, 2020
Huaxiu Yao, Yingbo Zhou, Mehrdad Mahdavi, Zhenhui Li, Richard Socher, Caiming Xiong

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