Foundation Models

RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity NAACL 2025 Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG EMNLP 2025 Reliable and Diverse Hierarchical Adapter for Zero-shot Video Classification IJCAI 2025 ReMamba: Equip Mamba with Effective Long-Sequence Modeling EMNLP 2025 ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models AAAI 2025 Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ACL 2025 ReMP: Reusable Motion Prior for Multi-Domain 3D Human Pose Estimation and Motion Inbetweening WACV 2025 RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph ICLR 2025 Representation Potentials of Foundation Models for Multimodal Alignment: A Survey EMNLP 2025 Representation-to-Creativity (R2C): Automated Holistic Scoring Model for Essay Creativity NAACL 2025 Representing LLMs in Prompt Semantic Task Space EMNLP 2025 REPRO-Bench: Can Agentic AI Systems Assess the Reproducibility of Social Science Research? ACL 2025 Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context EMNLP 2025 ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models NAACL 2025 ResearchArena: Benchmarking Large Language Models’ Ability to Collect and Organize Information as Research Agents EMNLP 2025 Research Borderlands: Analysing Writing Across Research Cultures ACL 2025 ReSeeding Latent States for Sequential Language Understanding EMNLP 2025 Resolving Packets from Counters: Enabling Multi-scale Network Traffic Super Resolution via Composable Large Traffic Model NSDI 2025 Resource-Rational Noisy-Channel Language Processing: Testing the Effect of Algorithmic Constraints on Inferences EMNLP 2025 Re-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives ACL 2025 Rethinking-based Code Summarization with Chain of Comments COLING 2025 Rethinking DPO-style Diffusion Aligning Frameworks ICCV 2025 Rethinking Open-Vocabulary Segmentation of Radiance Fields in 3D Space AAAI 2025 Rethinking Text-based Protein Understanding: Retrieval or LLM? EMNLP 2025 Rethinking the Bias of Foundation Model under Long-tailed Distribution ICML 2025