Foundation Models

Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 2025 DELOC: Document Element Localizer EMNLP 2025 Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer’s Disease Detection ACL 2025 DEMON at SemEval-2025 Task 10: Fine-tuning LLaMA-3 for Multilingual Entity Framing SemEval 2025 Demonstrating Berkeley Humanoid Lite: An Open-source, Accessible, and Customizable 3D-printed Humanoid Robot RSS 2025 Demonstrating the Octopi-1.5 Visual-Tactile-Language Model RSS 2025 Demystifying Domain-adaptive Post-training for Financial LLMs EMNLP 2025 Demystifying Small Language Models for Edge Deployment ACL 2025 Demystify Verbosity Compensation Behavior of Large Language Models EMNLP 2025 DenseSSM: State Space Models with Dense Hidden Connection for Efficient Large Language Models NAACL 2025 DependEval: Benchmarking LLMs for Repository Dependency Understanding ACL 2025 Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025 Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology ICCV 2025 Design Principle Transfer in Neural Architecture Search via Large Language Models AAAI 2025 Detect Anything 3D in the Wild ICCV 2025 Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025 Detecting LLM Hallucination Through Layer-wise Information Deficiency: Analysis of Ambiguous Prompts and Unanswerable Questions EMNLP 2025 Developing Multimodal Healthcare Foundation Model: From Data-driven to Knowledge-enhanced AAAI 2025 D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models ACL 2025 DH-FaceVid-1K: A Large-Scale High-Quality Dataset for Face Video Generation ICCV 2025 DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction ACL 2025 Dialz: A Python Toolkit for Steering Vectors ACL 2025 DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale ACL 2025 DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction EMNLP 2025 Differentiable Prompt Learning for Vision Language Models IJCAI 2025