Publication Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding Zhenyu (Allen) Zhang, Runjin Chen, Shiwei Liu, Zhewei Yao, Olatunji Ruwase, Beidi Chen, Xiaoxia Wu, Zhangyang Wang NeurIPS 2024 | March 2024
Publication MathScale: Scaling Instruction Tuning for Mathematical Reasoning Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei ICML 2024 | March 2024
Publication Decomposed Meta-Learning for Few-Shot Sequence Labeling Tingting Ma, Qianhui Wu, Huiqiang Jiang, Jieru Lin, Börje F. Karlsson, Tiejun Zhao, Chin-Yew Lin IEEE/ACM Transactions on Audio, Speech, and Language Processing | March 2024, pp. 1980-1993 Project
Publication Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve Amey Agrawal, Nitin Kedia, Ashish Panwar, Jayashree Mohan, Nipun Kwatra, Bhargav Gulavani, Alexey Tumanov, Ramachandran Ramjee OSDI '24 | March 2024 Github Project
Publication Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning Yiming Huang, Xiao Liu, Yeyun Gong, Zhibin Gou, Yelong Shen, Nan Duan, Weizhu Chen March 2024 arXiv | March 2024
Publication AI-Powered Reminders for Collaborative Tasks: Experiences and Futures Katelyn Morrison, Shamsi Iqbal, Eric Horvitz Proc. ACM Human-Computer Interaction | March 2024, Vol 8(cscw1): pp. 1-20
Publication ConvStencil: Transform Stencil Computation to Matrix Multiplication on Tensor Cores Yuetao Chen, Kun Li, Yuhao Wang, Donglin Bai, Lei Wang, Lingxiao Ma, Liang Yuan, Yunquan Zhang, Ting Cao, Mao Yang The 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming (PPoPP ’24) | March 2024 Best paper award
Publication Multiway Point Cloud Mosaicking with Diffusion and Global Optimization Shengze Jin, Iro Armeni, Marc Pollefeys, Daniel Barath CVPR 2024 | March 2024
Publication Proactive Resume and Pause of Resources for Microsoft Azure SQL Database Serverless Olga Poppe, Pankaj Arora, Sakshi Sharma, Jie Chen, Sachin Pandit, Rahul Sawhney, Vaishali Jhalani, Willis Lang, Qun Guo, Anupriya Inumella, Sanjana Dulipeta Sridhar, Dheren Gala, Nilesh Rathi, Morgan Oslake, Alexandru Chirica, Sarika Iyer, Prateek Goel, Ajay Kalhan SIGMOD | March 2024 Video Project
Publication FeatUp: A Model-Agnostic Framework for Features at Any Resolution Mark Hamilton ICLR 2024 | March 2024 Project