Publication SciAgent: Tool-augmented Language Models for Scientific Reasoning Yubo Ma, Zhibin Gou, Junheng Hao, Ruochen Xu, Shuohang Wang, Liangming Pan, Yujiu Yang, Yixin Cao, Aixin Sun 2024 Empirical Methods in Natural Language Processing | November 2024
Publication PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP ’24) | November 2024
Publication Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang (Eric) Zhu, Friederike Niedtner, Grace Proebsting, Griffin Bassman, Jack Gerrits, Jacob Alber, Peter Chang, Ricky Loynd, Robert West, Victor Dibia, Ahmed Awadallah, Ece Kamar, Rafah Hosn, Saleema Amershi MSR-TR-2024-47 | November 2024 Published by Microsoft Video Access
Publication Scaling Laws for Pre-training Agents and World Models Tim Pearce, Tabish Rashid, Dave Bignell, Raluca Stevenson, Sam Devlin, Katja Hofmann ICML 2025 | November 2024 Project
Publication AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation Jia Fu, Xiaoting Qin, Fangkai Yang, Lu Wang, Jue Zhang, Qingwei Lin 林庆维, Yubo Chen, Dongmei Zhang, Saravan Rajmohan, Qi Zhang EMNLP’24 | November 2024
Publication CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP ’24) | November 2024
Publication Sharingan: Extract user action sequence from desktop recordings Yanting Chen, Yi Ren, Xiaoting Qin, Jue Zhang, Kehong Yuan, Lu Han, Qingwei Lin 林庆维, Dongmei Zhang, Saravan Rajmohan, Qi Zhang November 2024
Publication A Study on Context Length and Efficient Transformers for Biomedical Image Analysis Sarah Hooper, Hui Xue Machine Learning for Health (ML4H) 2024 | November 2024
Publication Working with Generative AI: We need more African Voices, Real African Voices Najeeb G. Abdulhamid, Stephanie Nyairo, Jacki O'Neill November 2024 Project
Publication Current engagement with unreliable sites from web search driven by navigational search Kevin T. Greene, Nilima Pisharody, Lucas A. Meyer, Mayana Pereira, Rahul Dodhia, Juan M. Lavista Ferres Science Advances | November 2024