Foundation Models

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory ACL 2025 RetouchGPT: LLM-based Interactive High-Fidelity Face Retouching via Imperfection Prompting AAAI 2025 Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation ACL 2025 Retrieval-Augmented Generation with Hierarchical Knowledge EMNLP 2025 REVEAL: Multi-turn Evaluation of Image-Input Harms for Vision LLMs IJCAI 2025 Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up ACL 2025 Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion EMNLP 2025 Reverse Thinking Makes LLMs Stronger Reasoners NAACL 2025 Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? ACL 2025 Revisiting Convolution Architecture in the Realm of DNA Foundation Models ICLR 2025 Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation ACL 2025 Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? ACL 2025 RewardBench: Evaluating Reward Models for Language Modeling NAACL 2025 Reward Generalization in RLHF: A Topological Perspective ACL 2025 Reward-Shifted Speculative Sampling Is An Efficient Test-Time Weak-to-Strong Aligner EMNLP 2025 Rhythm Controllable and Efficient Zero-Shot Voice Conversion via Shortcut Flow Matching ACL 2025 RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation COLING 2025 RICL: Adding In-Context Adaptability to Pre-Trained Vision-Language-Action Models CoRL 2025 RLAE: Reinforcement Learning-Assisted Ensemble for LLMs EMNLP 2025 RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters EMNLP 2025 RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs AAAI 2025 RoBGuard: Enhancing LLMs to Assess Risk of Bias in Clinical Trial Documents COLING 2025 RoboPearls: Editable Video Simulation for Robot Manipulation ICCV 2025 RoboTron-Mani: All-in-One Multimodal Large Model for Robotic Manipulation ICCV 2025 RoBridge: A Hierarchical Architecture Bridging Cognition and Execution for General Robotic Manipulation ICCV 2025