Foundation Models

Accurate KV Cache Quantization with Outlier Tokens Tracing ACL 2025 ACE-M3: Automatic Capability Evaluator for Multimodal Medical Models COLING 2025 AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025 ACING: Actor-Critic for Instruction Learning in Black-Box LLMs EMNLP 2025 A City of Millions: Mapping Literary Social Networks At Scale NAACL 2025 A Comprehensive Evaluation on Event Reasoning of Large Language Models AAAI 2025 A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation NAACL 2025 ACPBench: Reasoning About Action, Change, and Planning AAAI 2025 Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation EMNLP 2025 A Culturally-diverse Multilingual Multimodal Video Benchmark & Model EMNLP 2025 Adaptive Articulated Object Manipulation On The Fly with Foundation Model Reasoning and Part Grounding ICCV 2025 AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting ICML 2025 Adding Conditional Control to Diffusion Models with Reinforcement Learning ICLR 2025 ADO: Automatic Data Optimization for Inputs in LLM Prompts ACL 2025 Advancing Biomedical Claim Verification by Using Large Language Models with Better Structured Prompting Strategies ACL 2025 Advancing Feature Extraction in Healthcare through the Integration of Knowledge Graphs and Large Language Models AAAI 2025 Advancing Intelligent Software Development and Trustworthy Models Through the Synergy of Software Engineering and LLMs AAAI 2025 Advancing Language Models through Instruction Tuning: Recent Progress and Challenges EMNLP 2025 Advancing LLM Reasoning Generalists with Preference Trees ICLR 2025 Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025 Adversaries Can Misuse Combinations of Safe Models ICML 2025 Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data SemEval 2025 AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models CVPR 2025 Affordances-Oriented Planning Using Foundation Models for Continuous Vision-Language Navigation AAAI 2025 A Framework for Fine-Grained Complexity Control in Health Answer Generation ACL 2025