Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models

X. (Xiao) Xu; Gert Stulp; Antal Van den Bosch; A.H. (Anne) Gauthier

doi:10.18653/v1/2022.nlpcss-1.4

Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models

X. (Xiao) Xu^*, Gert Stulp, Antal Van den Bosch, A.H. (Anne) Gauthier

^*Corresponding author for this work

Netherlands Interdisciplinary Demographic Institute (NIDI)

Research output: Chapter in book/volume › Contribution to conference proceedings › Scientific › peer-review

2 Citations (Scopus)

Original language	English
Title of host publication	Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS)
Editors	David Bamman, Dirk Hovy, David Jurgens, Katherine Keith, Brendan O'Connor, Svitlana Volkova
Place of Publication	Abu Dhabi, UAE
Publisher	Association for Computational Linguistics (ACL)
Pages	33-38
DOIs	https://doi.org/10.18653/v1/2022.nlpcss-1.4
Publication status	Published - 01 Nov 2022

Access to Document

10.18653/v1/2022.nlpcss-1.4

Cite this

Xu, X., Stulp, G., Van den Bosch, A., & Gauthier, A. H. (2022). Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models. In D. Bamman, D. Hovy, D. Jurgens, K. Keith, B. O'Connor, & S. Volkova (Eds.), Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) (pp. 33-38). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/2022.nlpcss-1.4

Xu, X. (Xiao) ; Stulp, Gert ; Van den Bosch, Antal et al. / Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models. Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS). editor / David Bamman ; Dirk Hovy ; David Jurgens ; Katherine Keith ; Brendan O'Connor ; Svitlana Volkova. Abu Dhabi, UAE : Association for Computational Linguistics (ACL), 2022. pp. 33-38

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title = "Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models",

author = "Xu, {X. (Xiao)} and Gert Stulp and {Van den Bosch}, Antal and Gauthier, {A.H. (Anne)}",

year = "2022",

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Xu, X, Stulp, G, Van den Bosch, A & Gauthier, AH 2022, Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models. in D Bamman, D Hovy, D Jurgens, K Keith, B O'Connor & S Volkova (eds), Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS). Association for Computational Linguistics (ACL), Abu Dhabi, UAE, pp. 33-38. https://doi.org/10.18653/v1/2022.nlpcss-1.4

Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models. / Xu, X. (Xiao); Stulp, Gert; Van den Bosch, Antal et al.
Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS). ed. / David Bamman; Dirk Hovy; David Jurgens; Katherine Keith; Brendan O'Connor; Svitlana Volkova. Abu Dhabi, UAE: Association for Computational Linguistics (ACL), 2022. p. 33-38.

Research output: Chapter in book/volume › Contribution to conference proceedings › Scientific › peer-review

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T1 - Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models

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AU - Stulp, Gert

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PY - 2022/11/1

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BT - Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS)

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A2 - Jurgens, David

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Xu X, Stulp G, Van den Bosch A, Gauthier AH. Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models. In Bamman D, Hovy D, Jurgens D, Keith K, O'Connor B, Volkova S, editors, Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS). Abu Dhabi, UAE: Association for Computational Linguistics (ACL). 2022. p. 33-38 doi: 10.18653/v1/2022.nlpcss-1.4