Foundation Models

Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models ICCV 2025 No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces ICML 2025 No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. IJCNLP 2025 NOVA: An Iterative Planning Framework for Enhancing Scientific Innovation with Large Language Models ACL 2025 Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning ICLR 2025 NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens ICLR 2025 Nudging: Inference-time Alignment of LLMs via Guided Decoding ACL 2025 Number Cookbook: Number Understanding of Language Models and How to Improve It ICLR 2025 Nunchi-Bench: Benchmarking Language Models on Cultural Reasoning with a Focus on Korean Superstition ACL 2025 NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025 NUST Alpha at RIRAG 2025: Fusion RAG for Bridging Lexical and Semantic Retrieval and Question Answering COLING 2025 NyayaRAG: Realistic Legal Judgment Prediction with RAG under the Indian Common Law System IJCNLP 2025 O$^3$Afford: One-Shot 3D Object-to-Object Affordance Grounding for Generalizable Robotic Manipulation CoRL 2025 Objective drives the consistency of representational similarity across datasets ICML 2025 ObjVariantEnsemble: Advancing Point Cloud LLM Evaluation in Challenging Scenes with Subtly Distinguished Objects AAAI 2025 ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding ICLR 2025 Observing Micromotives and Macrobehavior of Large Language Models IJCNLP 2025 OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad CVPR 2025 Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding CVPR 2025 Oddballness: universal anomaly detection with language models COLING 2025 Odyssey : Empowering Minecraft Agents with Open-World Skills IJCAI 2025 OLMoE: Open Mixture-of-Experts Language Models ICLR 2025 OmniArch: Building Foundation Model for Scientific Computing ICML 2025 OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code ICLR 2025 OmniGen: Unified Image Generation CVPR 2025