Large Language Models

A Survey of Post-Training Scaling in Large Language Models ACL 2025 A Survey of RAG-Reasoning Systems in Large Language Models EMNLP 2025 A Survey on Efficient Large Language Model Training: From Data-centric Perspectives ACL 2025 A Survey on LLMs for Story Generation EMNLP 2025 A Survey on Personalized Alignment—The Missing Piece for Large Language Models in Real-World Applications ACL 2025 A Survey to Recent Progress Towards Understanding In-Context Learning NAACL 2025 A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation AAAI 2025 A Systematic Survey of Automatic Prompt Optimization Techniques EMNLP 2025 A Tale of Two Structures: Do LLMs Capture the Fractal Complexity of Language? ICML 2025 A Theoretical Framework for Evaluating Narrative Surprise in Large Language Models NAACL 2025 A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration AISTATS 2025 A Theory of Learning with Autoregressive Chain of Thought COLT 2025 A Theory of Response Sampling in LLMs: Part Descriptive and Part Prescriptive ACL 2025 A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data CoNLL 2025 Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect COLING 2025 Atomic Consistency Preference Optimization for Long-Form Question Answering IJCNLP 2025 Atoxia: Red-teaming Large Language Models with Target Toxic Answers NAACL 2025 ATP-LLaVA: Adaptive Token Pruning for Large Vision Language Models CVPR 2025 A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation EMNLP 2025 A Training-free LLM-based Approach to General Chinese Character Error Correction ACL 2025 Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models EMNLP 2025 Attention-Level Speculation ICML 2025 Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data ICML 2025 Attention Speaks Volumes: Localizing and Mitigating Bias in Language Models ACL 2025 Attention with Dependency Parsing Augmentation for Fine-Grained Attribution ACL 2025