Publication AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao NeurIPS 2022 | December 2022 Project Project
Publication SciAI4Industry – Solving PDEs for industry-scale problems with deep learning Philipp Witte, Russell Hewett, Kumar Saurabh, AmirHossein Sojoodi, Ranveer Chandra November 2022 Project
Publication When does differentially private learning not suffer in high dimensions? Xuechen Li, Daogao Liu, Tatsunori Hashimoto, Huseyin Inan, Janardhan (Jana) Kulkarni, Yin Tat Lee, Abhradeep Guha Thakurta NeurIPS’22 | November 2022 Project
Publication NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries? Saadia Gabriel, Hamid Palangi, Yejin Choi EMNLP 2022 | November 2022
Publication Understanding questions that arise when working with business documents FARNAZ JAHANBAKHSH, Elnaz Nouri, Robert Sim, Ryen W. White, Adam Fourney Human-Computer Interaction | November 2022
Publication Robustness Analysis of Video-Language Models Against Visual and Language Perturbations Madeline C. Schiappa, Shruti Vyas, Hamid Palangi, Yogesh S. Rawat, Vibhav Vineet 2022 Neural Information Processing Systems | October 2022
Publication Lost in Translation: from Linear Temporal Logic to Büchi Automata Margus Veanes, Olli Saarikivi, Thomas Ball MSR-TR-2022-26 | October 2022 Published by Microsoft Project
Publication Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah I Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022 Project Project
Publication Aligning Offline Metrics and Human Judgments of Value of AI-Pair Programmers Victor Dibia, Adam Fourney, Gagan Bansal, Forough Poursabzi-Sangdeh (SHE/HER), Han Liu, Saleema Amershi ACL 2023 | October 2022
Publication The Aleph & Other Metaphors for Image Generation Gonzalo Ramos, Rick Barraza, Victor Dibia, Sharon Lo NeurIPS 2022 Workshop on Human-Centered AI | October 2022
