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cs.AI2025
ASTRO: Teaching Language Models to Reason by Reflecting and Backtracking In-Context
Joongwon Kim, Anirudh Goyal, Liang Tan +3
We introduce ASTRO, the "Autoregressive Search-Taught Reasoner", a framework for training language models to reason like search algorithms, explicitly leveraging self-reflection, b…
cs.AI2024
Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning
Joongwon Kim, Bhargavi Paranjape, Tushar Khot +1
Language agents perform complex tasks by using tools to execute each step precisely. However, most existing agents are based on proprietary models or designed to target specific ta…