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Chuyu Liu

1 accepted papers

2025

RATIONALYST: Pre-training Process-Supervision for Improving Reasoning

ACL 2025long

The reasoning steps generated by LLMs might be incomplete, as they mimic logical leaps common in everyday communication found in their pre-training data: underlying rationales are frequently left implicit (unstated). To address this challenge, we introduce RATIONALYST, a model for process-supervisio…