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Chain-of-Thought Reasoning

68 papers

Papers per year

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2

4

61

Papers

Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL ACL 2026

EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving ACL 2026

Thinking-Based Non-Thinking: Solving the Reward Hacking Problem in Training Hybrid Reasoning Models via Reinforcement Learning ACL 2026

Minimal Free Resolution Guided Adaptive Tree Reasoning ACL 2026

Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMs ACL 2026

Think Less, Code Better: Probing When Chain-of-Thought Hurts and How to Route Around It ACL 2026

Disentangling the Effects of Unlearning in Measuring Parametric Faithfulness of Chain-of-Thought ACL 2026

Fusion Training for Mathematical Generalization in Large Language Models ACL 2026

DuIVRS-2: An LLM-based Interactive Voice Response System for Large-scale POI Attribute Acquisition ACL 2026

ReList: A Multi-objective Reasoning Framework for Diversified Listwise Query Recommendation ACL 2026

CAT: Confidence-Adaptive Thinking for Efficient Reasoning of Large Reasoning Models ACL 2026

Capture the Key in Reasoning to Enhance CoT Distillation Generalization ACL 2025

TRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-Judge ACL 2025

RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals EMNLP 2025

CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation EMNLP 2025

Adaption-of-Thought: Learning Question Difficulty Improves Large Language Models for Reasoning EMNLP 2024

HalluMeasure: Fine-grained Hallucination Measurement Using Chain-of-Thought Reasoning EMNLP 2024

GRACE: Discriminator-Guided Chain-of-Thought Reasoning EMNLP 2023