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cs.CL2024
Self-Supervised Position Debiasing for Large Language Models
Zhongkun Liu, Zheng Chen, Mengqi Zhang +3
Fine-tuning has been demonstrated to be an effective method to improve the domain performance of large language models (LLMs). However, LLMs might fit the dataset bias and shortcut…
cs.CL2021★ 3 cited
From LSAT: The Progress and Challenges of Complex Reasoning
Siyuan Wang, Zhongkun Liu, Wanjun Zhong +4
Complex reasoning aims to draw a correct inference based on complex rules. As a hallmark of human intelligence, it involves a degree of explicit reading comprehension, interpretati…