Resources & Methods

A Survey on LLM-Assisted Clinical Trial Recruitment IJCNLP 2025 A Survey on Patent Analysis: From NLP to Multimodal AI ACL 2025 A Survey on Personalized Alignment—The Missing Piece for Large Language Models in Real-World Applications ACL 2025 A Survey on Training-free Alignment of Large Language Models EMNLP 2025 A Survey to Recent Progress Towards Understanding In-Context Learning NAACL 2025 Asymmetric Conflict and Synergy in Post-training for LLM-based Multilingual Machine Translation ACL 2025 Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models ICLR 2025 A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation AAAI 2025 A Systematic Study of Compositional Syntactic Transformer Language Models ACL 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 Testset for Context-Aware LLM Translation in Korean-to-English Discourse Level Translation COLING 2025 A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens ACL 2025 ATGen: A Framework for Active Text Generation ACL 2025 ATHAR: A High-Quality and Diverse Dataset for Classical Arabic to English Translation EMNLP 2025 A Theory for Token-Level Harmonization in Retrieval-Augmented Generation ICLR 2025 ATLANTIS: Weak-to-Strong Learning via Importance Sampling ACL 2025 Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect COLING 2025 Atlas: Customizing Large Language Models for Reliable Bibliographic Retrieval and Verification AACL 2025 Atomic Calibration of LLMs in Long-Form Generations IJCNLP 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 A transfer learning framework for weak to strong generalization ICLR 2025 Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models ACL 2025