BumbleBee: Dynamic KV-Cache Streaming Submodular Summarization for Infinite-Context Transformers
Lilly Kumari, Shengjie Wang, Tianyi Zhou, Nikhil Sarda, Anthony Rowe, Jeff Bilmes
Proceedings of First Conference on Language Modeling (COLM), 2024
Publications
Preprints can be found on my Google Scholar profile.
An End-to-End Submodular Framework for Data-Efficient In-Context Learning
Lilly Kumari, Shengjie Wang, Arnav Das, Tianyi Zhou, Jeff Bilmes
Proceedings of Findings of the Association for Computational Linguistics: NAACL, 2024High resolution point clouds from mmwave radar
Akarsh Prabhakara, Tao Jin, Arnav Das, Gantavya Bhatt, Lilly Kumari, Elahe Soltanaghai, Jeff Bilmes, Swarun Kumar, Anthony Rowe
Proceedings of IEEE International Conference on Robotics and Automation (ICRA), 2023Retrospective Adversarial Replay for Continual Learning
Lilly Kumari, Shengjie Wang, Tianyi Zhou, Jeff Bilmes
Proceedings of Advances in neural information processing systems (NeurIPS), 2022Submodular Span with Applications to Conditional Data Summarization
Lilly Kumari, Jeff Bilmes
Proceedings of the AAAI Conference on Artificial Intelligence, 2021Audience Prism: Segmentation and Early Classification of Visitors Based on Reading Interests
Lilly Kumari, Sunny Dhamnani, Akshat Bhatnagar, Atanu R Sinha, Ritwik Sinha
Proceedings of the 3rd IKDD Conference on Data Science, 2016
Conference Publications
COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Learning
Arnav Das, Gantavya Bhatt, Lilly Kumari, Sahil Verma, Jeff Bilmes
ICML Workshop on Data-Centric Machine Learning Research, 2024Retrieval Augmented Generation for Dialog Modeling
Lilly Kumari, Usama Shafqat, Nikhil Sarda
NeurIPS Workshop on Efficient Natural Language and Speech Processing, 2023Botcha: detecting malicious non-human traffic in the wild
Sunny Dhamnani, Ritwik Sinha, Vishwa Vinay, Lilly Kumari, Margarita Savova
RecSys Workshop on Online Misinformation- and Harm-Aware Recommender Systems, 2020