Foundation Models

RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models CVPR 2025 RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025 RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards ICLR 2025 RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework ACL 2025 RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement NAACL 2025 RainbowPrompt: Diversity-Enhanced Prompt-Evolving for Continual Learning ICCV 2025 RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts ACL 2025 Ranked Voting based Self-Consistency of Large Language Models ACL 2025 Ranking Over Scoring: Towards Reliable and Robust Automated Evaluation of LLM-Generated Medical Explanatory Arguments COLING 2025 Ranking Unraveled: Recipes for LLM Rankings in Head-to-Head AI Combat ACL 2025 Raptor: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models ICML 2025 RareSyn: Health Record Synthesis for Rare Disease Diagnosis EMNLP 2025 RASD: Retrieval-Augmented Speculative Decoding ACL 2025 RATIONALYST: Pre-training Process-Supervision for Improving Reasoning ACL 2025 RATT: A Thought Structure for Coherent and Correct LLM Reasoning AAAI 2025 RayGauss: Volumetric Gaussian-Based Ray Casting for Photorealistic Novel View Synthesis WACV 2025 R-CHAR: A Metacognition-Driven Framework for Role-Playing in Large Language Models EMNLP 2025 ReactGPT: Understanding of Chemical Reactions via In-Context Tuning AAAI 2025 Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model ICLR 2025 RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios EMNLP 2025 RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models ICCV 2025 ReAlign: Structured Revision for Small Language Model Alignment EMNLP 2025 Realistic Test-Time Adaptation of Vision-Language Models CVPR 2025 Real-time Factuality Assessment from Adversarial Feedback ACL 2025 Real-Time Out-of-Distribution Failure Prevention via Multi-Modal Reasoning CoRL 2025