Jeff A. Bilmes's Publications

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BumbleBee: Dynamic KV-Cache Streaming Submodular Summarization for Infinite-Context Transformers

Lilly Kumari, Shengjie Wang, Tianyi Zhou, Nikhil Sarda, Anthony Rowe, and Jeff Bilmes. BumbleBee: Dynamic KV-Cache Streaming Submodular Summarization for Infinite-Context Transformers. In First Conference on Language Modeling, Seattle, WA, 2024. Published as a conference paper at COLM 2024

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Abstract

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@inproceedings{kumari2024bumblebee,
  title={BumbleBee: Dynamic KV-Cache Streaming Submodular Summarization for Infinite-Context Transformers},
  author={Kumari, Lilly and Wang, Shengjie and Zhou, Tianyi and Sarda, Nikhil and Rowe, Anthony and Bilmes, Jeff},
  booktitle={Proceedings of the Conference on Learning Machines (COLM)},
  year={2024},
  address={Seattle, WA},
  organization={COLM},
  booktitle={First Conference on Language Modeling},
  note={Published as a conference paper at COLM 2024},
  url={https://openreview.net/pdf?id=8w0RApM5yG},
}

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