Publication Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs Ching-An Cheng, Allen Nie, Adith Swaminathan NeurIPS 2024 | December 2024 NeurIPS Expo Demo Access
Publication Phi-4 Technical Report Marah I Abdin, Jyoti Aneja, Harkirat Behl, Sébastien Bubeck, Ronen Eldan, Suriya Gunasekar, Michael Harrison, Russell J. Hewett, Mojan Javaheripi, Piero Kauffmann, James R. Lee, Yin Tat Lee, Yuanzhi Li, Weishung Liu, Caio CT Mendes, Anh Nguyen, Eric Price, Gustavo de Rosa, Olli Saarikivi, Adil Salim, Shital Shah, Xin Wang, Rachel Ward, Yue Wu, Dingli Yu, Cyril Zhang, Yi Zhang MSR-TR-2024-57 | December 2024 Published by Microsoft Access
Publication Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models Vibhav Vineet, Xin Wang, Neel Joshi 2024 Neural Information Processing Systems | December 2024
Publication Challenges in Human-Agent Communication Gagan Bansal, Jennifer Wortman Vaughan, Saleema Amershi, Eric Horvitz, Adam Fourney, Hussein Mozannar, Victor Dibia, Daniel S. Weld MSR-TR-2024-53 | December 2024 Published by Microsoft Project
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 The Belief State Transformer Edward S. Hu, Kwangjun Ahn, Qinghua Liu, Haoran Xu, Manan Tomar, Ada Langford, Dinesh Jayaraman, Alex Lamb, John Langford ICLR 2025 | October 2024 Video Github
Publication LoRA vs Full Fine-tuning: An Illusion of Equivalence Reece Shuttleworth, Jacob Andreas, Antonio Torralba, Pratyusha Sharma, Pratyusha Sharma NeurIPS 2025 | October 2024
Publication Unearthing Skill-Level Insights for Understanding Trade-Offs of Foundation Models Mazda Moayeri, Vidhisha Balachandran, Varun Chandrasekaran, Safoora Yousefi, Thomas Fel, S. Feizi, Besmira Nushi, Neel Joshi, Vibhav Vineet ICLR 2025 | October 2024 Github
Publication Improving Instruction-Following in Language Models through Activation Steering Alessandro Stolfo, Vidhisha Balachandran, Safoora Yousefi, Eric Horvitz, Besmira Nushi ICLR 2025 | October 2024 Github
Publication Maia-2: A Unified Model for Human-AI Alignment in Chess Zhenwei Tang, Difan Jiao, Reid McIlroy-Young, Jon Kleinberg, Siddhartha Sen, Ashton Anderson NeurIPS 2024 | September 2024
