Taly, Ankur

6 publications

ICLR 2025 Speculative RAG: Enhancing Retrieval Augmented Generation Through Drafting Zilong Wang, Zifeng Wang, Long Le, Steven Zheng, Swaroop Mishra, Vincent Perot, Yuwei Zhang, Anush Mattapalli, Ankur Taly, Jingbo Shang, Chen-Yu Lee, Tomas Pfister

ICLR 2025 Sufficient Context: A New Lens on Retrieval Augmented Generation Systems Hailey Joren, Jianyi Zhang, Chun-Sung Ferng, Da-Cheng Juan, Ankur Taly, Cyrus Rashtchian

TMLR 2023 Interpretable Mixture of Experts Aya Abdelsalam Ismail, Sercan O Arik, Jinsung Yoon, Ankur Taly, Soheil Feizi, Tomas Pfister

NeurIPS 2022 First Is Better than Last for Language Data Influence Chih-Kuan Yeh, Ankur Taly, Mukund Sundararajan, Frederick Liu, Pradeep K. Ravikumar

UAI 2021 Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice David S. Watson, Limor Gultchin, Ankur Taly, Luciano Floridi

ICML 2017 Axiomatic Attribution for Deep Networks Mukund Sundararajan, Ankur Taly, Qiqi Yan