Papers
RedHit: Adaptive Red-Teaming of Large Language Models via Search, Reasoning, and Preference Optimization
Mohsen Sorkhpour, Abbas Yazdinejad, Ali Dehghantanha
Red Queen: Exposing Latent Multi-Turn Risks in Large Language Models
Yifan Jiang, Kriti Aggarwal, Tanmay Laud et al.
Red-Teaming for Uncovering Societal Bias in Large Language Models
Chu Fei Luo, Ahmad Ghawanmeh, Kashyap Coimbatore Murali et al.
Red-Teaming LLM Multi-Agent Systems via Communication Attacks
Pengfei He, Yuping Lin, Shen Dong et al.
Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings
Hayato Tsukagoshi, Ryohei Sasano
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs
Hongliang Li, Jiaxin Zhang, Wenhui Liao et al.
Redundancy Principles for MLLMs Benchmarks
Zicheng Zhang, Xiangyu Zhao, Xinyu Fang et al.
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models
Kening Zheng, Junkai Chen, Yibo Yan et al.
Refining Salience-Aware Sparse Fine-Tuning Strategies for Language Models
Xinxin Liu, Aaron Thomas, Cheng Zhang et al.
Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models
Liyang He, Chenglong Liu, Rui Li et al.
ReflectDiffu: Reflect between Emotion-intent Contagion and Mimicry for Empathetic Response Generation via a RL-Diffusion Framework
Jiahao Yuan, Zixiang Di, Zhiqing Cui et al.
ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection
Jiaqi Li, Xinyi Dong, Yang Liu et al.
ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation
Houxing Ren, Mingjie Zhan, Zhongyuan Wu et al.
Reflection on Knowledge Graph for Large Language Models Reasoning
Yigeng Zhou, Wu Li, Yifan Lu et al.
ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents
Yusheng Liao, Shuyang Jiang, Yanfeng Wang et al.
Ref-Long: Benchmarking the Long-context Referencing Capability of Long-context Language Models
Junjie Wu, Gefei Gu, Yanan Zheng et al.
RefreshKV: Updating Small KV Cache During Long-form Generation
Fangyuan Xu, Tanya Goyal, Eunsol Choi
Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training
Youliang Yuan, Wenxiang Jiao, Wenxuan Wang et al.
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation
Zhi Qu, Yiran Wang, Jiannan Mao et al.
Regular-pattern-sensitive CRFs for Distant Label Interactions
Sean Papay, Roman Klinger, Sebastian Padó
Rehearse With User: Personalized Opinion Summarization via Role-Playing based on Large Language Models
Yanyue Zhang, Yulan He, Deyu Zhou
Re-identification of De-identified Documents with Autoregressive Infilling
Lucas Georges Gabriel Charpentier, Pierre Lison
Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval
Chaofan Li, Jianlyu Chen, Yingxia Shao et al.
Reinforcement Learning for Adversarial Query Generation to Enhance Relevance in Cold-Start Product Search
Akshay Jagatap, Neeraj Anand, Sonali Singh et al.