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Clean or Annotate: How to Spend a Limited Data Collection Budget

Clean or Annotate: How to Spend a Limited Data Collection Budget

15 October 2021
Derek Chen
Zhou Yu
Samuel R. Bowman
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Papers citing "Clean or Annotate: How to Spend a Limited Data Collection Budget"

3 / 3 papers shown
Title
BERT on a Data Diet: Finding Important Examples by Gradient-Based
  Pruning
BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning
Mohsen Fayyaz
Ehsan Aghazadeh
Ali Modarressi
Mohammad Taher Pilehvar
Yadollah Yaghoobzadeh
Samira Ebrahimi Kahou
14
18
0
10 Nov 2022
Pre-train or Annotate? Domain Adaptation with a Constrained Budget
Pre-train or Annotate? Domain Adaptation with a Constrained Budget
Fan Bai
Alan Ritter
Wei-ping Xu
52
28
0
10 Sep 2021
DynaSent: A Dynamic Benchmark for Sentiment Analysis
DynaSent: A Dynamic Benchmark for Sentiment Analysis
Christopher Potts
Zhengxuan Wu
Atticus Geiger
Douwe Kiela
219
76
0
30 Dec 2020
1