Large Language Models

DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing SemEval 2025 DocHPLT: A Massively Multilingual Document-Level Translation Dataset EMNLP 2025 DoCIA: An Online Document-Level Context Incorporation Agent for Speech Translation ACL 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 Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models EMNLP 2025 Does Biomedical Training Lead to Better Medical Performance? ACL 2025 Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings ACL 2025 Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models EMNLP 2025 Does quantization affect models’ performance on long-context tasks? EMNLP 2025 Does Training on Synthetic Data Make Models Less Robust? NAACL 2025 Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma? ICCV 2025 Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm ACL 2025 Do LLMs Encode Frame Semantics? Evidence from Frame Identification EMNLP 2025 Do LLMs Give Psychometrically Plausible Responses in Educational Assessments? ACL 2025 Do LLMs Understand Dialogues? A Case Study on Dialogue Acts ACL 2025 Domain Adaptation of Foundation LLMs for e-Commerce ACL 2025 Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali COLING 2025 DOMBA: Double Model Balancing for Access-Controlled Language Models via Minimum-Bounded Aggregation AAAI 2025 Do not Abstain! Identify and Solve the Uncertainty ACL 2025 Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning ACL 2025 Do Prevalent Bias Metrics Capture Allocational Harms from LLMs? NAACL 2025 Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation ACL 2025