Foundation Models

Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs ICCV 2025 Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines ACL 2025 InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery COLING 2025 Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction NAACL 2025 Integrating Large Language Models and Möbius Group Transformations for Temporal Knowledge Graph Embedding on the Riemann Sphere AAAI 2025 Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey IJCAI 2025 Integrating Visual Interpretation and Linguistic Reasoning for Geometric Problem Solving ICCV 2025 InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding EMNLP 2025 Intelligent Clinical Assistant for Personalized Responses and Clinical Summaries AAAI 2025 Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models ICLR 2025 Interactive Evaluation for Medical LLMs via Task-oriented Dialogue System COLING 2025 Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models ACL 2025 InteractVLM: 3D Interaction Reasoning from 2D Foundational Models CVPR 2025 InterIDEAS: Philosophical Intertextuality via LLMs EMNLP 2025 InternLM-Law: An Open-Sourced Chinese Legal Large Language Model COLING 2025 Interpreting Language Models Through Concept Descriptions: A Survey EMNLP 2025 Interpreting Multi-Attribute Confounding through Numerical Attributes in Large Language Models IJCNLP 2025 In-the-wild Audio Spatialization with Flexible Text-guided Localization ACL 2025 Into The Limits of Logic: Alignment Methods for Formal Logical Reasoning EMNLP 2025 Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process ACL 2025 InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct AAAI 2025 InvestAlign: Overcoming Data Scarcity in Aligning Large Language Models with Investor Decision-Making Processes Under Herd Behavior ACL 2025 Investigating Controversy Framing across Topics on Social Media EMNLP 2025 Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study ACL 2025 Investigating ReLoRA: Effects on the Learning Dynamics of Small Language Models EMNLP 2025