Natural Language Processing

LLM-Friendly Knowledge Representation for Customer Support COLING 2025 LLM-Guided Co-Training for Text Classification EMNLP 2025 LLM-Guided Lifecycle-Aware Clustering of Multi-Turn Customer Support Conversations IJCNLP 2025 LLM-guided Plan and Retrieval: A Strategic Alignment for Interpretable User Satisfaction Estimation in Dialogue NAACL 2025 LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025 LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition EMNLP 2025 LLM-Human Pipeline for Cultural Grounding of Conversations NAACL 2025 LLM-Independent Adaptive RAG: Let the Question Speak for Itself EMNLP 2025 LlmLink: Dual LLMs for Dynamic Entity Linking on Long Narratives with Collaborative Memorisation and Prompt Optimisation COLING 2025 LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models ACL 2025 LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025 LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study ACL 2025 LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers NAACL 2025 LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025 LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning NAACL 2025 LLM-RG4: Flexible and Factual Radiology Report Generation Across Diverse Input Contexts AAAI 2025 LLM Roleplay: Simulating Human-Chatbot Interaction ACL 2025 LLMsAgainstHate@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs COLING 2025 LLMs and Copyright Risks: Benchmarks and Mitigation Approaches NAACL 2025 LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition EMNLP 2025 LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ACL 2025 LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs NAACL 2025 LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025 LLMs as annotators of argumentation EMNLP 2025 LLMs as Architects and Critics for Multi-Source Opinion Summarization IJCNLP 2025