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Davis Liang

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL2
same name
  • Davis Liang — 9 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedA Study on Knowledge Distillation from Weak Teacher for Scaling Up Pre-trained Language Models

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2023

Co-training and Co-distillation for Quality Improvement and Compression of Language Models

Hayeon Lee, Rui Hou, Jongpil Kim +4

Knowledge Distillation (KD) compresses computationally expensive pre-trained language models (PLMs) by transferring their knowledge to smaller models, allowing their use in resourc…

cs.CL2023★ 1 cited

A Study on Knowledge Distillation from Weak Teacher for Scaling Up Pre-trained Language Models

Hayeon Lee, Rui Hou, Jongpil Kim +3

Distillation from Weak Teacher (DWT) is a method of transferring knowledge from a smaller, weaker teacher model to a larger student model to improve its performance. Previous studi…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.