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Annotator-Centric Active Learning for Subjective NLP Tasks

Annotator-Centric Active Learning for Subjective NLP Tasks

Michiel van der Meer
Neele Falk
P. Murukannaiah
Enrico Liscio
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Papers citing "Annotator-Centric Active Learning for Subjective NLP Tasks"

8 / 8 papers shown
Title
Crowd-Calibrator: Can Annotator Disagreement Inform Calibration in Subjective Tasks?
Crowd-Calibrator: Can Annotator Disagreement Inform Calibration in Subjective Tasks?
Urja Khurana
Eric T. Nalisnick
Antske Fokkens
Swabha Swayamdipta
82
3
0
26 Aug 2024
Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems
Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems
Enrico Liscio
Luciano Cavalcante Siebert
Catholijn M. Jonker
P. Murukannaiah
50
4
0
26 Feb 2024
An Empirical Analysis of Diversity in Argument Summarization
An Empirical Analysis of Diversity in Argument Summarization
Michiel van der Meer
Piek T. J. M. Vossen
Catholijn M. Jonker
P. Murukannaiah
23
7
0
02 Feb 2024
Fine-tuning language models to find agreement among humans with diverse preferences
Fine-tuning language models to find agreement among humans with diverse preferences
Michiel A. Bakker
Martin Chadwick
Hannah R. Sheahan
Michael Henry Tessler
Lucy Campbell-Gillingham
...
Nat McAleese
Amelia Glaese
John Aslanides
M. Botvinick
Christopher Summerfield
ALM
64
219
0
28 Nov 2022
Stop Measuring Calibration When Humans Disagree
Stop Measuring Calibration When Humans Disagree
Joris Baan
Wilker Aziz
Barbara Plank
Raquel Fernández
36
53
0
28 Oct 2022
A Survey of Deep Active Learning
A Survey of Deep Active Learning
Pengzhen Ren
Yun Xiao
Xiaojun Chang
Po-Yao (Bernie) Huang
Zhihui Li
Brij B. Gupta
Xiaojiang Chen
Xin Wang
60
1,129
0
30 Aug 2020
TinyBERT: Distilling BERT for Natural Language Understanding
TinyBERT: Distilling BERT for Natural Language Understanding
Xiaoqi Jiao
Yichun Yin
Lifeng Shang
Xin Jiang
Xiao Chen
Linlin Li
F. Wang
Qun Liu
VLM
32
1,838
0
23 Sep 2019
When Does Label Smoothing Help?
When Does Label Smoothing Help?
Rafael Müller
Simon Kornblith
Geoffrey E. Hinton
UQCV
100
1,931
0
06 Jun 2019

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