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Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems - code

Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems - code

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Description

Code for the paper "Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems", under review at JAIR. This code contains five value preferences estimation methods based on participants' choices and textual justifications for a survey. Further, it implements an Active Learning pipeline with three sampling strategies---random, uncertainty, and driven by the estimation of value preferences. The pre-trained Dutch mode RobBERT is used to perform value classification.

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Keywords
Active Learning
Natural Language Processing
NLP
Value estimation
Programming languages
License
  • MIT
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