conftrace_

reasoning robustness

9 papers

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Co-occurring keywords · papers mentioning both

large language model (6) mathematical reasoning (4) benchmark evaluation (3) logical fallacy (1) multi-agent system (1) irrelevant context (1) stepwise tree search (1) interactive evaluation (1) adaptive coopetition (1) opinion change (1)

Papers

Beyond Detection: Evaluating Fallacy Awareness of LLMs in Interactive Scenarios ACL 2026 RAG-R1:Incentivizing the Search and Reasoning Capabilities of LLMs Through Multi-Query Parallelism AAAI 2026 Adaptive Coopetition: Leveraging Coarse Verifier Signals for Resilient Multi-Agent LLM Reasoning IJCNLP 2025 Exposing the Achilles’ Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning ACL 2025 How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark EMNLP 2025 Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist ICLR 2025 UGMathBench: A Diverse and Dynamic Benchmark for Undergraduate-Level Mathematical Reasoning with Large Language Models ICLR 2025 How Susceptible Are LLMs to Logical Fallacies? COLING 2024 Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models NAACL 2024