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Conditional set generation using Seq2seq models

Published in Underline Science Inc. • Nov 17, 2022
NobleIDNI7P35W49R38S73
Authors:
Association for Computational Linguistics 2022
,
Aman Madaan

Abstract

Conditional set generation learns a mapping from an input sequence of tokens to a set. Several NLP tasks, such as entity typing and dialogue emotion tagging, are instances of set generation. Seq2Seq models are a popular choice to model set generation but they treat a set as a sequence and do not ful...

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