Publication Rethinking Generative Large Language Model Evaluation for Semantic Comprehension Fangyun Wei, Xi Chen, Linzi Luo ICML 2024 | March 2024
Publication Overcoming the barrier of orbital-free density functional theory for molecular systems using deep learning He Zhang, Siyuan Liu, Jiacheng You, Chang Liu, Shuxin Zheng, Ziheng Lu, Tong Wang, Nanning Zheng, Bin Shao Nature Computational Science | March 2024
Publication Scalable Online Exploration via Coverability P. Amortila, Dylan Foster, Akshay Krishnamurthy ICML 2024 | March 2024
Publication ZeRO++: Extremely Efficient Collective Communication for Large Model Training Guanhua Wang, Heyang Qin, Sam Ade Jacobs, Xiaoxia Wu, Connor Holmes, Zhewei Yao, Samyam Rajbhandari, Olatunji Ruwase, Feng Yang, Lei Yang, Yuxiong He ICLR 2024 | March 2024 Project
Publication MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process Xinyao Fan, Yueying Wu, Chang Xu, Yuhao Huang, Weiqing Liu, Jiang Bian ICLR 2024 | March 2024
Publication ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models Jio Oh, Soyeon Kim, Junseok Seo, Jindong Wang, Ruochen Xu, Xing Xie, Steven Euijong Whang NeurIPS 2024 | March 2024
Publication LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error Boshi Wang, Hao Fang, Jason Eisner, Ben Van Durme, Yu Su arXiv: Computation and Language | March 2024
Publication On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie IJCAI 2024 | March 2024
Publication Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery Akram Zaytar, Caleb Robinson, Gilles Quentin Hacheme, Girmaw Abebe Tadesse, Rahul Dodhia, Juan M. Lavista Ferres, Lacey F. Hughey, Jared A. Stabach, Irene Amoke March 2024 Project Project Project
Publication Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang The 17th ACM International Conference on Web Search and Data Mining (WSDM '24) | March 2024 Project