A position paper that surveys and systematizes how active learning should change when human label variation is treated as a signal rather than noise.
Ash, Chicheng Zhang, Akshay Krishnamurthy, John Langford, and Alekh Agarwal
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
ACCEPT 1representative citing papers
citing papers explorer
-
Revisiting Active Learning under (Human) Label Variation
A position paper that surveys and systematizes how active learning should change when human label variation is treated as a signal rather than noise.