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

Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models EMNLP 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
SoundMind: RL-Incentivized Logic Reasoning for Audio-Language Models EMNLP 2025
Beyond Paraphrasing: Analyzing Summarization Abstractiveness and Reasoning EMNLP 2025
Weak-to-Strong Reasoning EMNLP 2024
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark NIPS 2024
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models ACL 2024
Can LLMs Learn from Previous Mistakes? Investigating LLMs’ Errors to Boost for Reasoning ACL 2024
SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models ACL 2024
Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024
Puzzle Solving using Reasoning of Large Language Models: A Survey EMNLP 2024
Preemptive Answer “Attacks” on Chain-of-Thought Reasoning ACL 2024
Causal language modeling can elicit search and reasoning capabilities on logic puzzles NIPS 2024
AutoPSV: Automated Process-Supervised Verifier NIPS 2024
Reward Engineering for Generating Semi-structured Explanation EACL 2024
Improving Language Model Reasoning with Self-motivated Learning COLING 2024
Reason from Fallacy: Enhancing Large Language Models’ Logical Reasoning through Logical Fallacy Understanding NAACL 2024
When Hindsight is Not 20/20: Testing Limits on Reflective Thinking in Large Language Models NAACL 2024
Graph of Thoughts: Solving Elaborate Problems with Large Language Models AAAI 2024
When Do Program-of-Thought Works for Reasoning? AAAI 2024
CriticBench: Benchmarking LLMs for Critique-Correct Reasoning ACL 2024
GraphReason: Enhancing Reasoning Capabilities of Large Language Models through A Graph-Based Verification Approach ACL 2024
FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024
AC-EVAL: Evaluating Ancient Chinese Language Understanding in Large Language Models EMNLP 2024