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…