11 citations · 32 across the 22 of their papers we have counts for
3 papers · 1 filter
KV: A Self-Refining KV Cache
Johannes Wesch, Danni Liu, Jan Niehues
The memory footprint of the key-value (KV) cache constrains the practical use of long-context models, and it dominates cost when one prefilled context must later serve many differe…
Predicting Steering Vectors and Adapter Weights for Few-Shot Author-Style Transfer
Leonard Popp, Danni Liu, Supriti Sinhamahapatra +1
Adapting large language models to an individual author's style from a few examples is challenging, and scientific writing sharpens the difficulty: formal conventions leave little s…
Why We Need Speech to Evaluate Speech Translation
Maike Züfle, Danni Liu, Vilém Zouhar +1
Speech translation models are increasingly capable of preserving speech-specific information (e.g., speaker gender, prosody, and emphasis), yet evaluation metrics remain blind to s…