Publication Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis Reshmi Ghosh, Rahul Seetharaman, Hitesh Wadhwa, Somyaa Aggarwal, Samyadeep Basu, Soundararajan Srinivasan, Wenlong Zhao, Shreyas Chaudhari, Ehsan Aghazadeh EMNLP 2024, BlackBox NLP workshop | November 2024
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 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 Publié par Microsoft Vidéo Accès
Publication Reward Copilot for RL-driven Systems Optimization Karan Tandon, Manav Mishra, Gagan Somashekar, Mayukh Das, Nagarajan Natarajan Advances in Neural Information Processing Systems 2024 – Workshop on ML For Systems | November 2024
Publication Understanding Communication Preferences of Information Workers in Engagement with Text-Based Conversational Agents Ananya Bhattacharjee, Jina Suh, Mahsa Ershadi, Shamsi Iqbal, Andrew D. Wilson, Javier Hernandez November 2024 Projet
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 Projet Projet
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 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 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