Resources & Methods

Do All Autoregressive Transformers Remember Facts the Same Way? A Cross-Architecture Analysis of Recall Mechanisms EMNLP 2025 Do as I do (Safely): Mitigating Task-Specific Fine-tuning Risks in Large Language Models ICLR 2025 DocHPLT: A Massively Multilingual Document-Level Translation Dataset EMNLP 2025 DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations ACL 2025 DocIE@XLLM25: UIEPrompter: A Unified Training-Free Framework for universal document-level information extraction via Structured Prompt ACL 2025 DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025 DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding CVPR 2025 DocMEdit: Towards Document-Level Model Editing ACL 2025 Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models EMNLP 2025 DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models IJCAI 2025 DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers EMNLP 2025 Do Current Video LLMs Have Strong OCR Abilities? A Preliminary Study COLING 2025 Does Biomedical Training Lead to Better Medical Performance? ACL 2025 Does Generative AI speak Nigerian-Pidgin?: Issues about Representativeness and Bias for Multilingualism in LLMs NAACL 2025 Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models EMNLP 2025 Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge NAACL 2025 Does “Reasoning” with Large Language Models Improve Recognizing, Generating and Reframing Unhelpful Thoughts? ACL 2025 Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts? ICLR 2025 Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information ACL 2025 DOGR: Towards Versatile Visual Document Grounding and Referring ICCV 2025 Do Influence Functions Work on Large Language Models? EMNLP 2025 Do Language Models Have Semantics? On the Five Standard Positions ACL 2025 Do language models practice what they preach? Examining language ideologies about gendered language reform encoded in LLMs COLING 2025 Do Language Models Understand Honorific Systems in Javanese? ACL 2025 Do Large Language Models Align with Core Mental Health Counseling Competencies? NAACL 2025