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A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation


Apr 18, 2021
Tianyu Liu, Yizhe Zhang, Chris Brockett, Yi Mao, Zhifang Sui, Weizhu Chen, Bill Dolan


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Finetuning Pretrained Transformers into RNNs


Mar 24, 2021
Jungo Kasai, Hao Peng, Yizhe Zhang, Dani Yogatama, Gabriel Ilharco, Nikolaos Pappas, Yi Mao, Weizhu Chen, Noah A. Smith


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Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning


Apr 29, 2020
Tao Shen, Yi Mao, Pengcheng He, Guodong Long, Adam Trischler, Weizhu Chen


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Conditional Self-Attention for Query-based Summarization


Feb 18, 2020
Yujia Xie, Tianyi Zhou, Yi Mao, Weizhu Chen


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X-SQL: reinforce schema representation with context


Aug 21, 2019
Pengcheng He, Yi Mao, Kaushik Chakrabarti, Weizhu Chen


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IncSQL: Training Incremental Text-to-SQL Parsers with Non-Deterministic Oracles


Oct 01, 2018
Tianze Shi, Kedar Tatwawadi, Kaushik Chakrabarti, Yi Mao, Oleksandr Polozov, Weizhu Chen


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Robust Text-to-SQL Generation with Execution-Guided Decoding


Sep 13, 2018
Chenglong Wang, Kedar Tatwawadi, Marc Brockschmidt, Po-Sen Huang, Yi Mao, Oleksandr Polozov, Rishabh Singh


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Action-depedent Control Variates for Policy Optimization via Stein's Identity


Feb 23, 2018
Hao Liu, Yihao Feng, Yi Mao, Dengyong Zhou, Jian Peng, Qiang Liu

* The first two authors contributed equally. Author ordering determined by coin flip over a Google Hangout. Accepted by ICLR 2018 

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Statistical Translation, Heat Kernels and Expected Distances


Jun 20, 2012
Joshua Dillon, Yi Mao, Guy Lebanon, Jian Zhang

* Appears in Proceedings of the Twenty-Third Conference on Uncertainty in Artificial Intelligence (UAI2007) 

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Domain Knowledge Uncertainty and Probabilistic Parameter Constraints


May 09, 2012
Yi Mao, Guy Lebanon

* Appears in Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (UAI2009) 

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Linguistic Geometries for Unsupervised Dimensionality Reduction


Mar 02, 2010
Yi Mao, Krishnakumar Balasubramanian, Guy Lebanon

* 13 pages, 15 figures 

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