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Lianhui Qin

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Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts

Mar 14, 2022
Wenhao Yu, Chenguang Zhu, Lianhui Qin, Zhihan Zhang, Tong Zhao, Meng Jiang

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COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics

Feb 23, 2022
Lianhui Qin, Sean Welleck, Daniel Khashabi, Yejin Choi

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NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics

Dec 16, 2021
Ximing Lu, Sean Welleck, Peter West, Liwei Jiang, Jungo Kasai, Daniel Khashabi, Ronan Le Bras, Lianhui Qin, Youngjae Yu, Rowan Zellers, Noah A. Smith, Yejin Choi

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PROMPT WAYWARDNESS: The Curious Case of Discretized Interpretation of Continuous Prompts

Dec 15, 2021
Daniel Khashabi, Shane Lyu, Sewon Min, Lianhui Qin, Kyle Richardson, Sameer Singh, Sean Welleck, Hannaneh Hajishirzi, Tushar Khot, Ashish Sabharwal, Yejin Choi

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TIMEDIAL: Temporal Commonsense Reasoning in Dialog

Jun 08, 2021
Lianhui Qin, Aditya Gupta, Shyam Upadhyay, Luheng He, Yejin Choi, Manaal Faruqui

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Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning

Oct 20, 2020
Lianhui Qin, Vered Shwartz, Peter West, Chandra Bhagavatula, Jena Hwang, Ronan Le Bras, Antoine Bosselut, Yejin Choi

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Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach

Oct 18, 2020
Bowen Tan, Lianhui Qin, Eric P. Xing, Zhiting Hu

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Evaluating Machines by their Real-World Language Use

Apr 07, 2020
Rowan Zellers, Ari Holtzman, Elizabeth Clark, Lianhui Qin, Ali Farhadi, Yejin Choi

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Social Bias Frames: Reasoning about Social and Power Implications of Language

Nov 10, 2019
Maarten Sap, Saadia Gabriel, Lianhui Qin, Dan Jurafsky, Noah A. Smith, Yejin Choi

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