Rulin Shao

1. DataComp-LM: In search of the next generation of training sets for language models
   2024/06/17 by Jeffrey Li, Alex Chengyu Fang, Alex Fang +121 · 2 voices · 80 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
2. Spurious Rewards: Rethinking Training Signals in RLVR
   2025/06/12 by Rulin Shao, Shao, Rulin, Shuyue Stella Li +25 · 58 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
3. VisIT-Bench: A Benchmark for Vision-Language Instruction Following Inspired by Real-World Use
   2023/08/12 by Yonatan Bitton, Bitton, Yonatan, Hritik Bansal +14 · 11 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Text Readability and Simplification
4. Language models scale reliably with over-training and on downstream tasks
   2024/03/13 by Samir Yitzhak Gadre, Gadre, Samir Yitzhak, Georgios Smyrnis +45 · 12 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
5. OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
   2024/11/21 by Akari Asai, Jacqueline He, Asai, Akari +50 · 2 voices · 13 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL #cs.DL #cs.IR #cs.LG
6. MPCFormer: fast, performant and private Transformer inference with MPC
   2022/11/02 by Dacheng Li, Li, Dacheng, Rulin Shao +9 · 7 citations
   Computer Science · Engineering · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
7. Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment
   2022/12/20 by Rohan Pandey, Rulin Shao, Pandey, Rohan +7 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
8. RoRA-VLM: Robust Retrieval-Augmented Vision Language Models
   2024/10/11 by Jingyuan Qi, Zhiyang Xu, Qi, Jingyuan +13 · 7 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
9. Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning
   2024/02/18 by Zhiyang Xu, Chao Feng, Xu, Zhiyang +15 · 5 citations
   Psychology · #Visual and Cognitive Learning Processes
10. ICONS: Influence Consensus for Vision-Language Data Selection
    2024/12/31 by Xindi Wu, Wu, Xindi, Mengzhou Xia +9 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Advanced Image and Video Retrieval Techniques
11. Learning to Reason for Factuality
    2025/08/07 by Xilun Chen, Ilia Kulikov, Chen, Xilun +13 · 10 citations
    #cs.CL
12. Stochastic Channel-Based Federated Learning for Medical Data Privacy Preserving
    2019/10/23 by Rulin Shao, Hongyu He, Shao, Rulin +5 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Mobile Crowdsensing and Crowdsourcing