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

15 October 2021

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

5 / 5 papers shown

Title
KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification Qianbo Zang Christophe Zgrzendek Igor Tchappi Afshin Khadangi Johannes Sedlmeir VLM 35 0 0 08 May 2025
ActiveLab: Active Learning with Re-Labeling by Multiple Annotators Hui Wen Goh Jonas W. Mueller 21 3 0 27 Jan 2023
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 22 18 0 10 Nov 2022
Pre-train or Annotate? Domain Adaptation with a Constrained Budget Fan Bai Alan Ritter Wei-ping Xu 60 31 0 10 Sep 2021
DynaSent: A Dynamic Benchmark for Sentiment Analysis Christopher Potts Zhengxuan Wu Atticus Geiger Douwe Kiela 230 77 0 30 Dec 2020