reasoning model

Large Language and Reasoning Models are Shallow Disjunctive Reasoners ACL 2025 LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025 LLMs for Detection and Classification of Persuasion Techniques in Slavic Parliamentary Debates and Social Media Texts ACL 2025 Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025 LRPLAN: A Multi-Agent Collaboration of Large Language and Reasoning Models for Planning with Implicit & Explicit Constraints EMNLP 2025 Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models ACL 2025 One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025 Reasoning Models Reason Well, Until They Don’t IJCNLP 2025 R-TOFU: Unlearning in Large Reasoning Models EMNLP 2025 s1: Simple test-time scaling EMNLP 2025 SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities ACL 2025 START: Self-taught Reasoner with Tools EMNLP 2025 Stress-Testing the Reasoning Competence of Language Models With Formal Proofs EMNLP 2025 SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction ICLR 2025 Teach Small Models to Reason by Curriculum Distillation EMNLP 2025 Text2World: Benchmarking Large Language Models for Symbolic World Model Generation ACL 2025 Thinking Out Loud: Do Reasoning Models Know When They’re Right? EMNLP 2025 Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series EMNLP 2025 Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld’s Episode Theory EMNLP 2025 UnsafeChain: Enhancing Reasoning Model Safety via Hard Cases IJCNLP 2025 Weakest Link in the Chain: Security Vulnerabilities in Advanced Reasoning Models ACL 2025 Word Salad Chopper: Reasoning Models Waste A Ton Of Decoding Budget On Useless Repetitions, Self-Knowingly EMNLP 2025 GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps NeurIPS 2024