Foundation Models

Icon2: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation EMNLP 2025 IDA-VLM: Towards Movie Understanding via ID-Aware Large Vision-Language Model ICLR 2025 IDEA-Bench: How Far are Generative Models from Professional Designing? CVPR 2025 IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction ACL 2025 Idola Tribus of AI: Large Language Models tend to perceive order where none exists EMNLP 2025 Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection ICLR 2025 Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment ACL 2025 Implicit In-context Learning ICLR 2025 Importance Weighting Can Help Large Language Models Self-Improve AAAI 2025 ImpRAG: Retrieval-Augmented Generation with Implicit Queries EMNLP 2025 Improving AI assistants embedded in short e-learning courses with limited textual content ACL 2025 Improving Alignment in LVLMs with Debiased Self-Judgment EMNLP 2025 Improving Chemical Understanding of LLMs via SMILES Parsing EMNLP 2025 Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach ICLR 2025 Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025 Improving LLM Reasoning through Interpretable Role-Playing Steering EMNLP 2025 Improving LLM’s Attachment to External Knowledge In Dialogue Generation Tasks Through Entity Anonymization IJCNLP 2025 Improving Preference Alignment of LLM with Inference-Free Self-Refinement EMNLP 2025 Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework NAACL 2025 Improving Reasoning Performance in Large Language Models via Representation Engineering ICLR 2025 Improving Semantic Understanding in Speech Language Models via Brain-tuning ICLR 2025 Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs EMNLP 2025 Improving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models Collaboration CVPR 2025 IMQC: A Large Language Model Platform for Medical Quality Control AAAI 2025 IMTS is Worth Time × Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction ICML 2025