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Mengzhou Xia

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InstructEval: Systematic Evaluation of Instruction Selection Methods

Jul 01, 2023
Anirudh Ajith, Chris Pan, Mengzhou Xia, Ameet Deshpande, Karthik Narasimhan

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Training Trajectories of Language Models Across Scales

Dec 19, 2022
Mengzhou Xia, Mikel Artetxe, Chunting Zhou, Xi Victoria Lin, Ramakanth Pasunuru, Danqi Chen, Luke Zettlemoyer, Ves Stoyanov

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MABEL: Attenuating Gender Bias using Textual Entailment Data

Oct 26, 2022
Jacqueline He, Mengzhou Xia, Christiane Fellbaum, Danqi Chen

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Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models

Oct 26, 2022
Mozes van de Kar, Mengzhou Xia, Danqi Chen, Mikel Artetxe

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Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models

Jun 08, 2022
Mengzhou Xia, Mikel Artetxe, Jingfei Du, Danqi Chen, Ves Stoyanov

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Structured Pruning Learns Compact and Accurate Models

Apr 01, 2022
Mengzhou Xia, Zexuan Zhong, Danqi Chen

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Non-Parametric Few-Shot Learning for Word Sense Disambiguation

Apr 27, 2021
Howard Chen, Mengzhou Xia, Danqi Chen

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MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning

Apr 16, 2021
Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah

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