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2018 EMNLP EMNLP 2018

Stance-Taking in Topics Extracted from Vaccine-Related Tweets and Discussion Forum Posts

AbstractThe occurrence of stance-taking towards vaccination was measured in documents extracted by topic modelling from two different corpora, one discussion forum corpus and one tweet corpus. For some of the topics extracted, their most closely associated documents contained a proportion of vaccine stance-taking texts that exceeded the corpus average by a large margin. These extracted document sets would, therefore, form a useful resource in a process for computer-assisted analysis of argumentation on the subject of vaccination.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Interdisciplinary and Natural Language Processing
🐣 Hot Topic Early Bird - stance detection

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