Large Language Models

Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification ICLR 2025 DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition EMNLP 2025 Dynamics of Instruction Fine-Tuning for Chinese Large Language Models COLING 2025 Dynamic Steering With Episodic Memory For Large Language Models ACL 2025 Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks ICLR 2025 DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding CVPR 2025 EAA: Emotion-Aware Audio Large Language Models with Dual Cross-Attention and Context-Aware Instruction Tuning Interspeech 2025 EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model ACL 2025 EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues CVPR 2025 Easy as PIE? Identifying Multi-Word Expressions with LLMs EMNLP 2025 Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents EMNLP 2025 EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models EMNLP 2025 EasyJon at TSAR 2025 Shared Task Evaluation of Automated Text Simplification with LLM-as-a-Judge EMNLP 2025 EasyJudge: an Easy-to-use Tool for Comprehensive Response Evaluation of LLMs COLING 2025 EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction NAACL 2025 EAVIT: Efficient and Accurate Human Value Identification From Text Data via LLMs IJCAI 2025 ECLM: Entity Level Language Model for Spoken Language Understanding with Chain of Intent ACL 2025 EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models IJCNLP 2025 EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association ACL 2025 EC-RAFT: Automated Generation of Clinical Trial Eligibility Criteria through Retrieval-Augmented Fine-Tuning ACL 2025 EdinHelsOW WMT 2025 CreoleMT System Description: Improving Lusophone Creole Translation through Data Augmentation, Model Merging and LLM Post-editing EMNLP 2025 EDiT: A Local-SGD-Based Efficient Distributed Training Method for Large Language Models ICLR 2025 Editing Across Languages: A Survey of Multilingual Knowledge Editing EMNLP 2025 EditLord: Learning Code Transformation Rules for Code Editing ICML 2025 EducationQ: Evaluating LLMs’ Teaching Capabilities Through Multi-Agent Dialogue Framework ACL 2025