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

CoTD-PO: Chain-of-Thought Distillation with Preference Optimization EMNLP 2025
DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models EMNLP 2025
Thinking Out Loud: Do Reasoning Models Know When They’re Right? EMNLP 2025
KIKIS at WMT 2025 General Translation Task EMNLP 2025
Large Language and Reasoning Models are Shallow Disjunctive Reasoners ACL 2025
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025
LLMs for Detection and Classification of Persuasion Techniques in Slavic Parliamentary Debates and Social Media Texts ACL 2025
CausalGraphBench: a Benchmark for Evaluating Language Models capabilities of Causal Graph discovery ACL 2025
Are the Reasoning Models Good at Automated Essay Scoring? EMNLP 2025
How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts? EMNLP 2025
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities ACL 2025
300k/ns team at the Crypto Trading Challenge Task: Enhancing the justification of accurate trading decisions through parameter-efficient fine-tuning of reasoning models COLING 2025
Can Reasoning LLMs Synthesize Complex Climate Statements? ACL 2025
LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025
R-TOFU: Unlearning in Large Reasoning Models EMNLP 2025
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time EMNLP 2025
START: Self-taught Reasoner with Tools EMNLP 2025
s1: Simple test-time scaling EMNLP 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 NIPS 2024