Yuanyuan Lei
2 papers · Latest:
Natural Language Processing
Where Reasoning Breaks: Logic-Aware Path Selection by Controlling Logical Connectives in LLMs Reasoning Chains
This paper introduces a framework to improve LLM multi-step reasoning by intervening at logical connectives, identified as key fragility points.
2604.20564
Natural Language ProcessingDiscovering a Shared Logical Subspace: Steering LLM Logical Reasoning via Alignment of Natural-Language and Symbolic Views
This paper introduces a method to improve LLM logical reasoning by discovering and steering a shared internal logical subspace that aligns natural language and symbolic views.
2604.19716
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