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

MINERVA: Evaluating Complex Video Reasoning ICCV 2025
Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers EMNLP 2025
Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025
MR. Judge: Multimodal Reasoner as a Judge EMNLP 2025
s1: Simple test-time scaling EMNLP 2025
Modeling Contextual Passage Utility for Multihop Question Answering AACL 2025
Reasoning-Enhanced Retrieval for Misconception Prediction: A RAG-Inspired Approach with LLMs IJCNLP 2025
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities ACL 2025
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills EMNLP 2025
Evaluating Step-by-step Reasoning Traces: A Survey EMNLP 2025
CAC-CoT: Connector-Aware Compact Chain-of-Thought for Efficient Reasoning Data Synthesis Across Dual-System Cognitive Tasks EMNLP 2025
Weak2Wise: An Automated, Lightweight Framework for Weak-LLM-Friendly Reasoning Synthesis EMNLP 2025
From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models EMNLP 2025
LATTE: Learning to Think with Vision Specialists EMNLP 2025
ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models EMNLP 2025
Social Genome: Grounded Social Reasoning Abilities of Multimodal Models EMNLP 2025
Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs NAACL 2024
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search NIPS 2024