Natural Language Processing

Reasoning of Large Language Models over Knowledge Graphs with Super-Relations ICLR 2025 Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning COLING 2025 Reasoning or Memorization? Investigating LLMs’ Capability in Restoring Chinese Internet Homophones ACL 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 Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025 ReasoningWeekly: A General Knowledge and Verbal Reasoning Challenge for Large Language Models IJCNLP 2025 Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning ACL 2025 Reasoning with Trees: Faithful Question Answering over Knowledge Graph COLING 2025 ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning EMNLP 2025 ReasonVQA: A Multi-hop Reasoning Benchmark with Structural Knowledge for Visual Question Answering ICCV 2025 Reassessing Graph Linearization for Sequence-to-sequence AMR Parsing: On the Advantages and Limitations of Triple-Based NAACL 2025 Reassessing Speech Translation for Low-Resource Languages: Do LLMs Redefine the State-of-the-Art Against Cascaded Models? EMNLP 2025 Recent Advancements and Challenges of Turkic Central Asian Language Processing COLING 2025 Recent Advances in Speech Language Models: A Survey ACL 2025 Re-Cent: A Relation-Centric Framework for Joint Zero-Shot Relation Triplet Extraction COLING 2025 ReCogLab: a framework testing relational reasoning & cognitive hypotheses on LLMs ICLR 2025 Recognizing Every Voice: Towards Inclusive ASR for Rural Bhojpuri Women Interspeech 2025 RecombiText: Compositional Data Augmentation for Enhancing LLM Pre-Training Datasets in Low-Resource Scenarios EMNLP 2025 Recon, Answer, Verify: Agents in Search of Truth EMNLP 2025 Recontextualizing Revitalization: A Mixed Media Approach to Reviving the Nüshu Language EMNLP 2025 Recording for Eyes, Not Echoing to Ears: Contextualized Spoken-to-Written Conversion of ASR Transcripts AAAI 2025 ReCoVeR the Target Language: Language Steering without Sacrificing Task Performance EMNLP 2025 Rectifying Belief Space via Unlearning to Harness LLMs’ Reasoning ACL 2025