Publication FairyWREN: A Sustainable Cache for Emerging Write-Read-Erase Flash Interfaces Sara McAllister, Sherry Wang, Benjamin Berg, Daniel S. Berger, George Amvrosiadis, Nathan Beckmann, G. R. Ganger USENIX OSDI 2024 | July 2024
Publication RUBICON: Rubric-based Evaluation of Domain Specific Human-AI Conversations Param Biyani, Yasharth Bajpai, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani AIware: Proceedings of the 1st ACM International Conference on AI-Powered Software | July 2024 Best Paper Presentation Award
Publication The Art of Saying No: Contextual Noncompliance in Language Models Faeze Brahman, Sachin Kumar, Vidhisha Balachandran, Pradeep Dasigi, Valentina Pyatkin, Abhilasha Ravichander, Sarah Wiegreffe, Nouha Dziri, K. Chandu, Jack Hessel, Yulia Tsvetkov, Noah A. Smith, Yejin Choi, Hanna Hajishirzi, Vidhisha Balachandran NeurIPS 2024 | July 2024
Publication Can LLMs be Fooled? Investigating Vulnerabilities in LLMs Sara Abdali, Jia He, CJ Barberan, Richard Anarfi July 2024 arXiv | July 2024
Publication Class-Level Code Generation from Natural Language Using Iterative, Tool-Enhanced Reasoning over Repository Ajinkya Deshpande, Anmol Agarwal, Shashank Shet, Arun Iyer, Aditya Kanade, Ramakrishna Bairi, Suresh Parthasarathy International Conference on Machine Learning Workshop on Data-Centric Machine Learning Research (DMLR-ICML) | July 2024 Github
Publication CORE: Resolving Code Quality Issues using LLMs Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade (kanadeaditya), Suresh Parthasarathy (supartha), Sriram Rajamani (sriram) FSE | July 2024
Publication Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs Enshu Liu, Junyi Zhu, Zinan Lin, Xuefei Ning, Matthew B. Blaschko, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang June 2024 arXiv | June 2024
Publication VALL-E R: Robust and Efficient Zero-Shot Text-to-Speech Synthesis via Monotonic Alignment Bing Han, Long Zhou, Shujie Liu, Sanyuan Chen, Lingwei Meng, Yanming Qian, Yanqing Liu, Sheng Zhao, Jinyu Li, Furu Wei June 2024 arxiv | June 2024 Project
Publication Direct Preference Knowledge Distillation for Large Language Models Yixing Li, Yuxian Gu, Li Dong, Dequan Wang, Yu Cheng, Furu Wei June 2024 arXiv | June 2024
Publication Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions Minghan Li, Heng Li, Zhi-Qi Cheng, Yifei Dong, Yuxuan Zhou, Jun-Yan He, Qi Dai, Teruko Mitamura, Alexander G. Hauptmann NeurIPS 2024 | June 2024