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cs.CL2025
Policy Learning with a Natural Language Action Space: A Causal Approach
Bohan Zhang, Yixin Wang, Paramveer S. Dhillon
This paper introduces a novel causal framework for multi-stage decision-making in natural language action spaces where outcomes are only observed after a sequence of actions. While…
cs.CL2024
Causal Inference for Human-Language Model Collaboration
Bohan Zhang, Yixin Wang, Paramveer S. Dhillon
In this paper, we examine the collaborative dynamics between humans and language models (LMs), where the interactions typically involve LMs proposing text segments and humans editi…