Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference

Junhao Zheng; Qianli Ma; Shengjie Qiu; Yue Wu; Peitian Ma; Junlong Liu; Huawen Feng; Xichen Shang; Haibin Chen

doi:10.18653/v1/2023.acl-long.509

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Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference

Junhao Zheng Qianli Ma Shengjie Qiu Yue Wu Peitian Ma Junlong Liu Huawen Feng Xichen Shang Haibin Chen

Year: 2023

DOI: 10.18653/v1/2023.acl-long.509

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Abstract

Junhao Zheng, Qianli Ma, Shengjie Qiu, Yue Wu, Peitian Ma, Junlong Liu, Huawen Feng, Xichen Shang, Haibin Chen. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2023.

Keywords:

Commonsense reasoning Computer science Chen Computational linguistics Commonsense knowledge Inference Natural language processing Artificial intelligence Cognitive science Knowledge extraction Psychology

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Topic Modeling

Physical Sciences → Computer Science → Artificial Intelligence

Natural Language Processing Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference

Abstract

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