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researcher

Nafis Sadeq

University of California San Diego

11 papers hereh-index 7101 citations18 works total

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

author position
  • first author5
  • middle author2
  • last author4

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CL6
  • cs.IR4
  • cs.CV1
affiliations
  • University of California San Diego
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identity via Semantic Scholar / OpenAlex

activity
20222026
most citedInforMask: Unsupervised Informative Masking for Language Model Pretraining

12 citations · 18 across the 9 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.CL2022★ 12 cited

InforMask: Unsupervised Informative Masking for Language Model Pretraining

Nafis Sadeq, Canwen Xu, Julian McAuley

Masked language modeling is widely used for pretraining large language models for natural language understanding (NLU). However, random masking is suboptimal, allocating an equal m…

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