conftrace_

large reasoning model

77 papers

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Also known as

LRM

Co-occurring keywords · papers mentioning both

chain-of-thought reasoning (15) large language model (12) reinforcement learning (12) reasoning model (8) reasoning efficiency (5) chain of thought (5) test-time scaling (5) jailbreak attack (5) supervised fine-tuning (5) efficient reasoning (4)

Papers

Your Reasoning Model Knows What Counts: Self-Guided Chain-of-Thought Pruning for Efficient Reasoning ACL 2026 AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time EMNLP 2025 A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos ACL 2025 ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning EMNLP 2025 FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging ACL 2025 MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation EMNLP 2025 MuTIS: Enhancing Reasoning Efficiency through Multi Turn Intervention Sampling in Reinforcement Learning EMNLP 2025 OpenHuEval: Evaluating Large Language Model on Hungarian Specifics ACL 2025 Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025 Reasoning Models Reason Well, Until They Don’t IJCNLP 2025 R-TOFU: Unlearning in Large Reasoning Models EMNLP 2025 SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning EMNLP 2025 Safety in Large Reasoning Models: A Survey EMNLP 2025 Search-o1: Agentic Search-Enhanced Large Reasoning Models EMNLP 2025 START: Self-taught Reasoner with Tools EMNLP 2025 S*: Test Time Scaling for Code Generation EMNLP 2025 Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework EMNLP 2025 TASER: Translation Assessment via Systematic Evaluation and Reasoning EMNLP 2025 Teach Small Models to Reason by Curriculum Distillation EMNLP 2025 The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1 IJCNLP 2025 Thinking Out Loud: Do Reasoning Models Know When They’re Right? EMNLP 2025 ThinkSwitcher: When to Think Hard, When to Think Fast EMNLP 2025 TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games EMNLP 2025 Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld’s Episode Theory EMNLP 2025 When Models Reason in Your Language: Controlling Thinking Language Comes at the Cost of Accuracy EMNLP 2025