conftrace_

reasoning model

45 papers

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Also known as

RM

Co-occurring keywords

large language model (13587) chain-of-thought reasoning (551) large reasoning model (76) reinforcement learning (4352) benchmark evaluation (1556) knowledge distillation (3725) test-time scaling (85) inference efficiency (248) inference optimization (219) language model (4599)

Papers

Mind the Gap: Benchmarking LLM Uncertainty and Calibration with Specialty-Aware Clinical QA and Reasoning-Based Behavioural Features EACL 2026
Reasoning’s Razor: Reasoning Improves Accuracy but Hurts Recall at Critical Operating Points in Safety and Hallucination Detection EACL 2026
Out of Distribution, Out of Luck: Process Rewards Misguide Reasoning Models EACL 2026
Quantifying the Impact of Structured Output Format on Large Language Models through Causal Inference EACL 2026
A Comprehensive Evaluation of Chain-of-Thought Faithfulness in Persian Classification Tasks EACL 2026
Test-Time Scaling of Reasoning Models for Machine Translation EACL 2026
DarkBench+: An Extended Benchmark for Evaluating Dark Patterns in Large Language Models AAAI 2026
Large Language Models Struggle with Unreasonability in Math Problems AAAI 2026
Time-Frequency Token Advantage Clipping for Training Efficient Large Reasoning Model AAAI 2026
Sycophantic Anchors: Localizing and Quantifying User Agreement in Reasoning Models ACL 2026
Mind the (DH) Gap! A Contrast in Risky Choices Between Reasoning and Conversational LLMs ACL 2026
Stress-Testing the Reasoning Competence of Language Models With Formal Proofs EMNLP 2025
Teach Small Models to Reason by Curriculum Distillation EMNLP 2025
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025
Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld’s Episode Theory EMNLP 2025
Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025
Evaluation of QWEN-3 for English to Ukrainian Translation EMNLP 2025
Reasoning Models Reason Well, Until They Don’t IJCNLP 2025
UnsafeChain: Enhancing Reasoning Model Safety via Hard Cases IJCNLP 2025
Weakest Link in the Chain: Security Vulnerabilities in Advanced Reasoning Models ACL 2025
Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models ACL 2025
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation ACL 2025
LRPLAN: A Multi-Agent Collaboration of Large Language and Reasoning Models for Planning with Implicit & Explicit Constraints EMNLP 2025
Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series EMNLP 2025
FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient Training R1-like Reasoning Models EMNLP 2025