conftrace_

reasoning capability

99 papers

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Co-occurring keywords

large language model (13587) benchmark evaluation (1556) language model (4599) chain-of-thought reasoning (551) knowledge distillation (3725) question answering (2963) logical reasoning (310) chain of thought (285) reinforcement learning (4352) prompt engineering (1135)

Papers

Well Begun, Half Done: Reinforcement Learning with Prefix Optimization for LLM Reasoning AAAI 2026
WorkForceAgent-R1: Incentivizing Reasoning Capability in LLM-based Web Agents via Reinforcement Learning EACL 2026
MetaGDPO: Alleviating Catastrophic Forgetting with Metacognitive Knowledge Through Group Direct Preference Optimization AAAI 2026
Audio-Thinker: Guiding Large Audio Language Model When and How to Think via Reinforcement Learning AAAI 2026
TeluguEval: A Comprehensive Benchmark for Evaluating LLM Capabilities in Telugu EACL 2026
Enabling Structured Reasoning in Sindhi with Culturally Grounded Instruction Tuning EACL 2026
MEML-GRPO: Heterogeneous Multi-Expert Mutual Learning for RLVR Advancement AAAI 2026
RCP-Merging: Merging Long Chain-of-Thought Models with Domain-Specific Models by Considering Reasoning Capability as Prior AAAI 2026
LightReasoner: Can Small Language Models Teach Large Language Models Reasoning? ACL 2026
QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models EMNLP 2025
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models IJCAI 2025
Big Escape Benchmark: Evaluating Human-Like Reasoning in Language Models via Real-World Escape Room Challenges ACL 2025
Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? ACL 2025
R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation EMNLP 2025
Debating for Better Reasoning in Vision-Language Models EMNLP 2025
Think, Verbalize, then Speak: Bridging Complex Thoughts and Comprehensible Speech EMNLP 2025
Revealing the Barriers of Language Agents in Planning NAACL 2025
Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models EMNLP 2025
Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models EMNLP 2025
Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving NAACL 2025
ACPBench: Reasoning About Action, Change, and Planning AAAI 2025
Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts COLING 2025
LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025
The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters ACL 2025
ARC ‘Challenge’ Is Not That Challenging ACL 2025