Khalifa, Muhammad

6 publications

NeurIPS 2025 MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges? Yunxiang Zhang, Muhammad Khalifa, Shitanshu Bhushan, Grant D Murphy, Lajanugen Logeswaran, Jaekyeom Kim, Moontae Lee, Honglak Lee, Lu Wang

NeurIPS 2024 Learning to Reason via Program Generation, Emulation, and Search Nathaniel Weir, Muhammad Khalifa, Linlu Qiu, Orion Weller, Peter Clark

ICLR 2024 LitCab: Lightweight Language Model Calibration over Short- and Long-Form Responses Xin Liu, Muhammad Khalifa, Lu Wang

ICLRW 2024 Source-Aware Training Enables Knowledge Attribution in Language Models Muhammad Khalifa, David Wadden, Emma Strubell, Honglak Lee, Lu Wang, Iz Beltagy, Hao Peng

ICLRW 2023 Exploring Demonstration Ensembling for In-Context Learning Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang

ICLR 2021 A Distributional Approach to Controlled Text Generation Muhammad Khalifa, Hady Elsahar, Marc Dymetman