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

QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models EMNLP 2025
Think, Verbalize, then Speak: Bridging Complex Thoughts and Comprehensible Speech EMNLP 2025
Please Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps Translation EMNLP 2025
TelAgentBench: A Multi-faceted Benchmark for Evaluating LLM-based Agents in Telecommunications EMNLP 2025
Mitigating Hallucination by Integrating Knowledge Graphs into LLM Inference – a Systematic Literature Review ACL 2025
Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution ACL 2025
Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving NAACL 2025
Revealing the Barriers of Language Agents in Planning NAACL 2025
LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models IJCAI 2025
A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models NAACL 2025
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning NAACL 2025
Explore the Reasoning Capability of LLMs in the Chess Testbed NAACL 2025
Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? ACL 2025
Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination EMNLP 2025
LATTE: Learning to Think with Vision Specialists EMNLP 2025
R-PRM: Reasoning-Driven Process Reward Modeling EMNLP 2025
CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenge ACL 2025
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities ACL 2025
LegalAgentBench: Evaluating LLM Agents in Legal Domain ACL 2025
Bridging AI and Carbon Capture: A Dataset for LLMs in Ionic Liquids and CBE Research ACL 2025
Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025
Can Reasoning LLMs Synthesize Complex Climate Statements? ACL 2025
MR. Judge: Multimodal Reasoner as a Judge EMNLP 2025
Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models EMNLP 2025