TY - GEN
T1 - The workweek is the best time to start a family – A study of GPT-2 based claim generation
AU - Gretz, Shai
AU - Bilu, Yonatan
AU - Cohen-Karlik, Edo
AU - Slonim, Noam
N1 - Publisher Copyright:
© 2020 Association for Computational Linguistics
PY - 2020
Y1 - 2020
N2 - Argument generation is a challenging task whose research is timely considering its potential impact on social media and the dissemination of information. Here we suggest a pipeline based on GPT-2 for generating coherent claims, and explore the types of claims that it produces, and their veracity, using an array of manual and automatic assessments. In addition, we explore the interplay between this task and the task of Claim Retrieval, showing how they can complement one another.
AB - Argument generation is a challenging task whose research is timely considering its potential impact on social media and the dissemination of information. Here we suggest a pipeline based on GPT-2 for generating coherent claims, and explore the types of claims that it produces, and their veracity, using an array of manual and automatic assessments. In addition, we explore the interplay between this task and the task of Claim Retrieval, showing how they can complement one another.
UR - http://www.scopus.com/inward/record.url?scp=85106422901&partnerID=8YFLogxK
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AN - SCOPUS:85106422901
T3 - Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020
SP - 528
EP - 544
BT - Findings of the Association for Computational Linguistics Findings of ACL
PB - Association for Computational Linguistics (ACL)
Y2 - 16 November 2020 through 20 November 2020
ER -