Transfer Learning for Automatic Sexism Detection with Multilingual Transformer Models

Daria Liakhovets; Mina Schütz; Jaqueline  Böck; Medina Andresel; Armin Kirchknopf; Andreas  Babic; Djordje  Slijpcevic; Jasmin Lampert; Alexander Schindler; Matthias Zeppelzauer

Transfer Learning for Automatic Sexism Detection with Multilingual Transformer Models

Daria Liakhovets (Speaker), Mina Schütz, Jaqueline Böck, Medina Andresel, Armin Kirchknopf, Andreas Babic , Djordje Slijpcevic , Jasmin Lampert, Alexander Schindler, Matthias Zeppelzauer

Data Science & Artifical Intelligence

St. Pölten University of Applied Sciences

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

Original language	English
Title of host publication	Proceedings of the Iberian Languages Evaluation Forum (IberLef 2022)
Editors	Manuel Montes-y-Gómez, Julio Gonzalo , Francisco Rangel , Marco Casavantes , Miguel Ángel Álvarez-Carmona, Gemma Bel-Enguix, Hugo Jair Escalante, Larissa Freitas , Antonio Miranda-Escalada, Francisco Rodríguez-Sánchez, Aiala Rosá , Marco Antonio Sobrevilla-Cabezudo, Mariona Taulé , Rafael Valencia-García
Publisher	CEUR-WS
Pages	1-13
Number of pages	13
Volume	3202
Publication status	Published - 2022
Event	EXIST2022 - Duration: 20 Sept 2022 → …

Conference

Conference	EXIST2022
Period	20/09/22 → …

Research Field

Former Research Field - Data Science

Cite this

Liakhovets, D., Schütz, M., Böck, J., Andresel, M., Kirchknopf, A., Babic , A., Slijpcevic , D., Lampert, J., Schindler, A., & Zeppelzauer, M. (2022). Transfer Learning for Automatic Sexism Detection with Multilingual Transformer Models. In M. Montes-y-Gómez, J. Gonzalo , F. Rangel , M. Casavantes , M. Á. Álvarez-Carmona, G. Bel-Enguix, H. J. Escalante, L. Freitas , A. Miranda-Escalada, F. Rodríguez-Sánchez, A. Rosá , M. A. Sobrevilla-Cabezudo, M. Taulé , & R. Valencia-García (Eds.), Proceedings of the Iberian Languages Evaluation Forum (IberLef 2022) (Vol. 3202, pp. 1-13). CEUR-WS.

Liakhovets, Daria ; Schütz, Mina ; Böck, Jaqueline et al. / Transfer Learning for Automatic Sexism Detection with Multilingual Transformer Models. Proceedings of the Iberian Languages Evaluation Forum (IberLef 2022). editor / Manuel Montes-y-Gómez ; Julio Gonzalo ; Francisco Rangel ; Marco Casavantes ; Miguel Ángel Álvarez-Carmona ; Gemma Bel-Enguix ; Hugo Jair Escalante ; Larissa Freitas ; Antonio Miranda-Escalada ; Francisco Rodríguez-Sánchez ; Aiala Rosá ; Marco Antonio Sobrevilla-Cabezudo ; Mariona Taulé ; Rafael Valencia-García. Vol. 3202 CEUR-WS, 2022. pp. 1-13

@inproceedings{cc22484b35ef4a7caa0210004e839088,

title = "Transfer Learning for Automatic Sexism Detection with Multilingual Transformer Models",

author = "Daria Liakhovets and Mina Sch{\"u}tz and Jaqueline B{\"o}ck and Medina Andresel and Armin Kirchknopf and Andreas Babic and Djordje Slijpcevic and Jasmin Lampert and Alexander Schindler and Matthias Zeppelzauer",

year = "2022",

language = "English",

volume = "3202",

pages = "1--13",

editor = "Montes-y-G{\'o}mez, {Manuel } and {Gonzalo }, {Julio } and {Rangel }, {Francisco } and {Casavantes }, {Marco } and {\'A}lvarez-Carmona, {Miguel {\'A}ngel} and Bel-Enguix, {Gemma } and Escalante, {Hugo Jair} and {Freitas }, {Larissa } and Miranda-Escalada, {Antonio } and Rodr{\'i}guez-S{\'a}nchez, {Francisco } and {Ros{\'a} }, {Aiala } and Sobrevilla-Cabezudo, {Marco Antonio} and {Taul{\'e} }, {Mariona } and Valencia-Garc{\'i}a, {Rafael }",

booktitle = "Proceedings of the Iberian Languages Evaluation Forum (IberLef 2022)",

publisher = "CEUR-WS",

note = "EXIST2022 ; Conference date: 20-09-2022",

}

Liakhovets, D , Schütz, M, Böck, J, Andresel, M, Kirchknopf, A, Babic , A, Slijpcevic , D, Lampert, J , Schindler, A & Zeppelzauer, M 2022, Transfer Learning for Automatic Sexism Detection with Multilingual Transformer Models. in M Montes-y-Gómez, J Gonzalo , F Rangel , M Casavantes , MÁ Álvarez-Carmona, G Bel-Enguix, HJ Escalante, L Freitas , A Miranda-Escalada, F Rodríguez-Sánchez, A Rosá , MA Sobrevilla-Cabezudo, M Taulé & R Valencia-García (eds), Proceedings of the Iberian Languages Evaluation Forum (IberLef 2022). vol. 3202, CEUR-WS, pp. 1-13, EXIST2022, 20/09/22.

Transfer Learning for Automatic Sexism Detection with Multilingual Transformer Models. / Liakhovets, Daria (Speaker); Schütz, Mina; Böck, Jaqueline et al.
Proceedings of the Iberian Languages Evaluation Forum (IberLef 2022). ed. / Manuel Montes-y-Gómez; Julio Gonzalo ; Francisco Rangel ; Marco Casavantes ; Miguel Ángel Álvarez-Carmona; Gemma Bel-Enguix; Hugo Jair Escalante; Larissa Freitas ; Antonio Miranda-Escalada; Francisco Rodríguez-Sánchez; Aiala Rosá ; Marco Antonio Sobrevilla-Cabezudo; Mariona Taulé ; Rafael Valencia-García. Vol. 3202 CEUR-WS, 2022. p. 1-13.

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

TY - GEN

T1 - Transfer Learning for Automatic Sexism Detection with Multilingual Transformer Models

AU - Schütz, Mina

AU - Böck, Jaqueline

AU - Andresel, Medina

AU - Kirchknopf, Armin

AU - Babic , Andreas

AU - Slijpcevic , Djordje

AU - Lampert, Jasmin

AU - Schindler, Alexander

AU - Zeppelzauer, Matthias

A2 - Liakhovets, Daria

A2 - Montes-y-Gómez, Manuel

A2 - Gonzalo , Julio

A2 - Rangel , Francisco

A2 - Casavantes , Marco

A2 - Álvarez-Carmona, Miguel Ángel

A2 - Bel-Enguix, Gemma

A2 - Escalante, Hugo Jair

A2 - Freitas , Larissa

A2 - Miranda-Escalada, Antonio

A2 - Rodríguez-Sánchez, Francisco

A2 - Rosá , Aiala

A2 - Sobrevilla-Cabezudo, Marco Antonio

A2 - Taulé , Mariona

A2 - Valencia-García, Rafael

PY - 2022

Y1 - 2022

M3 - Conference Proceedings with Oral Presentation

VL - 3202

SP - 1

EP - 13

BT - Proceedings of the Iberian Languages Evaluation Forum (IberLef 2022)

PB - CEUR-WS

T2 - EXIST2022

Y2 - 20 September 2022

ER -

Liakhovets D , Schütz M, Böck J, Andresel M, Kirchknopf A, Babic A et al. Transfer Learning for Automatic Sexism Detection with Multilingual Transformer Models. In Montes-y-Gómez M, Gonzalo J, Rangel F, Casavantes M, Álvarez-Carmona MÁ, Bel-Enguix G, Escalante HJ, Freitas L, Miranda-Escalada A, Rodríguez-Sánchez F, Rosá A, Sobrevilla-Cabezudo MA, Taulé M, Valencia-García R, editors, Proceedings of the Iberian Languages Evaluation Forum (IberLef 2022). Vol. 3202. CEUR-WS. 2022. p. 1-13