29 citations · 73 across the 22 of their papers we have counts for
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cs.LG2024
Lillama: Large Language Models Compression via Low-Rank Feature Distillation
Yaya Sy, Christophe Cerisara, Irina Illina
Current LLM structured pruning methods typically involve two steps: (1) compression with calibration data and (2) costly continued pretraining on billions of tokens to recover lost…
cs.LG2019★ 19 cited
Towards non-toxic landscapes: Automatic toxic comment detection using DNN
Ashwin Geet D'Sa, Irina Illina, Dominique Fohr
The spectacular expansion of the Internet has led to the development of a new research problem in the field of natural language processing: automatic toxic comment detection, since…