conftrace_

reasoning trace

43 papers

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Co-occurring keywords

large language model (13587) chain of thought (285) reasoning evaluation (63) mathematical reasoning (407) test-time scaling (85) large reasoning model (76) reasoning capability (99) multilingual reasoning (39) reasoning model (45) multimodal large language model (966)

Papers

ReasMark: A Robust Watermark for Attributing LLM Reasoning Under Knowledge Distillation Attacks ACL 2026
How Reliable are Confidence Estimators for Large Reasoning Models? A Systematic Benchmark on High-Stakes Domains EACL 2026
CoReTab: Improving Multimodal Table Understanding with Code-driven Reasoning EACL 2026
Breaking the Illusion of Reasoning in Polish LLMs: Quality over Quantity of Thought EACL 2026
Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning EACL 2026
FOL-Traces: Verified First-Order Logic Reasoning Traces at Scale EACL 2026
A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages EACL 2026
Reasoning Beyond Literal: Cross-style Multimodal Reasoning for Figurative Language Understanding EACL 2026
The Reasoning Lingua Franca: A Double-Edged Sword for Multilingual AI EACL 2026
Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM AAAI 2026
Can You Trust What I Think? Analyzing and Improving Verbalized Uncertainty and Factuality in Reasoning-Based Large Language Models AAAI 2026
Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning ACL 2026
LEASH: Adaptive Length Penalty and Reward Shaping for Efficient Large Reasoning Model ACL 2026
Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics ACL 2026
Answering the Wrong Question: Reasoning Trace Inversion for Abstention in LLMs ACL 2026
Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience ACL 2026
Disentangling Reasoning Logic to Resolve Explicit Knowledge Conflicts ACL 2026
Quantifying and Understanding Uncertainty in Large Reasoning Models ACL 2026
Schoenfeld’s Anatomy of Mathematical Reasoning by Language Models ACL 2026
ReTraceQA: Evaluating Reasoning Traces of Small Language Models in Commonsense Question Answering ACL 2026
Reasoning Traces Shape Outputs but Models Won’t Say So ACL 2026
Test-Time Reasoners Are Strategic Multiple-Choice Test-Takers ACL 2026
Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models ACL 2025
Cascaded Information Disclosure for Generalized Evaluation of Problem Solving Capabilities IJCNLP 2025
Liaozhai through the Looking-Glass: On Paratextual Explicitation of Culture-Bound Terms in Machine Translation EMNLP 2025