Large Language Models

LLM-based post-editing as reference-free GEC evaluation ACL 2025 LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates ACL 2025 LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models NAACL 2025 LLM-DR: A Novel LLM-Aided Diffusion Model for Rule Generation on Temporal Knowledge Graphs AAAI 2025 LLM-Driven Estimation of Personal Carbon Footprint from Dialogues ACL 2025 LLM-driven Multimodal and Multi-Identity Listening Head Generation CVPR 2025 LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions EMNLP 2025 LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition EMNLP 2025 LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025 LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting ACL 2025 LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025 LLM-Powered User Simulator for Recommender System AAAI 2025 LLMs can see and hear without any training ICML 2025 LLMs Can Simulate Standardized Patients via Agent Coevolution ACL 2025 LLMs for Detection and Classification of Persuasion Techniques in Slavic Parliamentary Debates and Social Media Texts ACL 2025 LLMSR@XLLM25: Integrating Reasoning Prompt Strategies with Structural Prompt Formats for Enhanced Logical Inference ACL 2025 LLMs syntactically adapt their language use to their conversational partner ACL 2025 LLM Thought Divergence and Convergence for Dialogue-Based Image Generation Control ICCV 2025 LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding EMNLP 2025 LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025 Logits-Based Finetuning EMNLP 2025 LoGU: Long-form Generation with Uncertainty Expressions ACL 2025 LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA ACL 2025 LongSafety: Enhance Safety for Long-Context LLMs ACL 2025 LongTableBench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains EMNLP 2025