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researcher

Mingchen Li

3 papers here

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • q-bio.BM1
ORCID 0000-0002-0736-1541
same name
  • Mingchen Li — 8 papers
  • Mingchen Li — 5 papers
  • Mingchen Li — 1 paper
  • Mingchen Li — 1 paper

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 citedEnhancing the efficiency of protein language models with minimal wet-lab data through few-shot learning

3 citations · 5 across the 3 of their papers we have counts for

collaborators
Showing cs.CLShow all

2 papers · 1 filter

cs.CL2024

Simple, Efficient and Scalable Structure-aware Adapter Boosts Protein Language Models

Yang Tan, Mingchen Li, Bingxin Zhou +7

Fine-tuning Pre-trained protein language models (PLMs) has emerged as a prominent strategy for enhancing downstream prediction tasks, often outperforming traditional supervised lea…

cs.CL2023★ 2 cited

PETA: Evaluating the Impact of Protein Transfer Learning with Sub-word Tokenization on Downstream Applications

Yang Tan, Mingchen Li, Pan Tan +4

Large protein language models are adept at capturing the underlying evolutionary information in primary structures, offering significant practical value for protein engineering. Co…

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