Publication Unlocking SLM Potential for Data Analysis Code Generation via Non-Parametric Knowledge Distillation Jinyang Li , Jack Williams, Nick McKenna, Arian Askari, Nicholas Wilson, Reynold Cheng NeurIPS 2025 | October 2025
Publication Learning outcomes with GenAI in the classroom: A review of empirical evidence Kathy Walker, Mihaela Vorvoreanu MSR-TR-2025-42 | October 2025 Published by Microsoft Project
Publication A brain-inspired agentic architecture to improve planning with LLMs Taylor Webb, Shanka Subhra Mondal, Ida Momennejad Nature Communications | September 2025
Publication SENSE-7: Taxonomy and Dataset for Measuring User Perceptions of Empathy in Sustained Human-AI Conversations Jina Suh, Lindy Le, Erfan Shayegani, Gonzalo Ramos, Judith Amores, Desmond C. Ong, Mary Czerwinski, Javier Hernandez September 2025 Project Project
Publication PerfBench: Can Agents Resolve Real-World Performance Bugs? Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan September 2025
Publication ImaginationVellum: Generative-AI Ideation Canvas with Spatial Prompts, Generative Strokes, and Ideation History Nicolai Marquardt, A. Roseway, Hugo ROMAT, Payod Panda, Michel Pahud, Gonzalo A. Ramos, S. Drucker, Andrew D. Wilson, Ken Hinckley, Nathalie Henry Riche 2025 User Interface Software and Technology | September 2025 Honorable Mention, UIST 2025
Publication The role of synthetic data in Multilingual, Multi-cultural AI systems: Lessons from Indic Languages Pranjal Chitale, Varun Gumma, Sanchit Ahuja, Prashant Kodali, Manan Uppadhyay, Deepthi Sudharsan, Sunayana Sitaram September 2025 Project
Publication Medha: Efficient LLM Inference on Multi-Million Context Lengths Without Approximation Amey Agrawal, Haoran Qiu, Junda Chen, Íñigo Goiri, Chaojie Zhang, Rayyan Shahid, Ramachandran Ramjee, Alexey Tumanov, Esha Choukse September 2025 Project
Publication STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with Feedback Naman Gupta, Shashank Kirtania, Priyanshu Gupta, Krishna Kariya, Sumit Gulwani, Arun Iyer, Suresh Parthasarathy, Arjun Radhakrishna, Sriram Rajamani, Gustavo Soares Empirical Methods in Natural Language Processing (EMNLP) 2025 - Industry Track | September 2025
Publication Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval Pranjal Chitale, Bishal Santra, Yashoteja Prabhu, Amit Sharma 2025 Empirical Methods in Natural Language Processing | September 2025