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Papers
REARANK: Reasoning Re-ranking Agent via Reinforcement Learning
EMNLP 2025
ReasonGraph: Visualization of Reasoning Methods and Extended Inference Paths
ACL 2025
Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models
EMNLP 2025
Reasoning-Based Approach with Chain-of-Thought for Alzheimer’s Detection Using Speech and Large Language Models
Interspeech 2025
Reasoning Does Not Necessarily Improve Role-Playing Ability
ACL 2025
Reasoning Elicitation in Language Models via Counterfactual Feedback
ICLR 2025
Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance
EMNLP 2025
Reasoning-Enhanced Retrieval for Misconception Prediction: A RAG-Inspired Approach with LLMs
AACL 2025
Reasoning for Translation: Comparative Analysis of Chain-of-Thought and Tree-of-Thought Prompting for LLM Translation
ACL 2025
Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning
COLING 2025
Reasoning Knowledge Filter for Logical Table-to-Text Generation
COLING 2025
Reasoning Models Reason Well, Until They Don’t
IJCNLP 2025
Reasoning over Uncertain Text by Generative Large Language Models
AAAI 2025
Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges
IJCNLP 2025
ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning
NAACL 2025
Reasoning to Attend: Try to Understand How <SEG> Token Works
CVPR 2025
Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking
EMNLP 2025
ReasoningWeekly: A General Knowledge and Verbal Reasoning Challenge for Large Language Models
IJCNLP 2025
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning
EMNLP 2025
Reason to Rote: Rethinking Memorization in Reasoning
EMNLP 2025
Reassessing Speech Translation for Low-Resource Languages: Do LLMs Redefine the State-of-the-Art Against Cascaded Models?
EMNLP 2025
ReAttention: Training-Free Infinite Context with Finite Attention Scope
ICLR 2025
RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging
EMNLP 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation
EMNLP 2025
Recipe2Plan: Evaluating Planning Abilities of LLMs for Efficient and Feasible Multitasking with Time Constraints Between Actions
EMNLP 2025