conftrace_

reasoning trace

48 papers

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Co-occurring keywords · papers mentioning both

large language model (22) vision-language model (4) video reasoning (3) chain of thought (3) reasoning evaluation (3) multimodal large language model (3) mathematical reasoning (3) reinforcement learning (3) test-time scaling (2) large reasoning model (2)

Papers

A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages EACL 2026 Answering the Wrong Question: Reasoning Trace Inversion for Abstention in LLMs ACL 2026 Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning EACL 2026 Breaking the Illusion of Reasoning in Polish LLMs: Quality over Quantity of Thought EACL 2026 Can You Trust What I Think? Analyzing and Improving Verbalized Uncertainty and Factuality in Reasoning-Based Large Language Models AAAI 2026 CoReTab: Improving Multimodal Table Understanding with Code-driven Reasoning EACL 2026 CRIT: Graph-Based Automatic Data Synthesis to Enhance Cross-Modal Multi-Hop Reasoning CVPR 2026 Disentangling Reasoning Logic to Resolve Explicit Knowledge Conflicts ACL 2026 Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics ACL 2026 FOL-Traces: Verified First-Order Logic Reasoning Traces at Scale EACL 2026 GuardTrace-VL: Detecting Unsafe Multimodel Reasoning via Iterative Safety Supervision CVPR 2026 Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning ACL 2026 How Reliable are Confidence Estimators for Large Reasoning Models? A Systematic Benchmark on High-Stakes Domains EACL 2026 LEASH: Adaptive Length Penalty and Reward Shaping for Efficient Large Reasoning Model ACL 2026 Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM AAAI 2026 Quantifying and Understanding Uncertainty in Large Reasoning Models ACL 2026 ReasMark: A Robust Watermark for Attributing LLM Reasoning Under Knowledge Distillation Attacks ACL 2026 Reasoning Beyond Literal: Cross-style Multimodal Reasoning for Figurative Language Understanding EACL 2026 Reasoning Traces Shape Outputs but Models Won’t Say So ACL 2026 Reinforce to Learn, Elect to Reason: A Dual Paradigm for Video Reasoning CVPR 2026 ReTraceQA: Evaluating Reasoning Traces of Small Language Models in Commonsense Question Answering ACL 2026 Schoenfeld’s Anatomy of Mathematical Reasoning by Language Models ACL 2026 Test-Time Reasoners Are Strategic Multiple-Choice Test-Takers ACL 2026 The Reasoning Lingua Franca: A Double-Edged Sword for Multilingual AI EACL 2026 VAST: Video Ability-Stratified Taxonomy for Data-Efficient Video Reasoning CVPR 2026