Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning

Xingwei He 0003, Yeyun Gong, A-Long Jin, Weizhen Qi, Hang Zhang 0029, Jian Jiao 0007, Bartuer Zhou, Biao Cheng, Sm Yiu, Nan Duan. Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning. In Yoav Goldberg, Zornitsa Kozareva, Yue Zhang, editors, Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11. pages 839-852, Association for Computational Linguistics, 2022. [doi]

Abstract

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