The Hateful Memes Challenge: Competition Report
Kiela D, Firooz H, Mohan A, Goswami V, Singh A, Fitzpatrick CA, Bull P, Lipstein G, Nelli T, Zhu R, Muennighoff N, et al. (2021)
In: Proceedings of the NeurIPS 2020 Competition and Demonstration Track. Escalante HJ, Hofmann K (Eds); Proceedings of Machine Learning Research, 133. PMLR: 344-360.
Konferenzbeitrag
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Autor*in
Kiela, Douwe;
Firooz, Hamed;
Mohan, Aravind;
Goswami, Vedanuj;
Singh, Amanpreet;
Fitzpatrick, Casey A.;
Bull, Peter;
Lipstein, Greg;
Nelli, Tony;
Zhu, Ron;
Muennighoff, Niklas;
Velioglu, RizaUniBi 
Alle
Alle
Herausgeber*in
Escalante, Hugo Jair;
Hofmann, Katja
Einrichtung
Abstract / Bemerkung
Machine learning and artificial intelligence play an ever more crucial role in mitigating important societal problems, such as the prevalence of hate speech. We describe the Hateful Memes Challenge competition, held at NeurIPS 2020, focusing on multimodal hate speech. The aim of the challenge is to facilitate further research into multimodal reasoning and understanding.
Erscheinungsjahr
2021
Titel des Konferenzbandes
Proceedings of the NeurIPS 2020 Competition and Demonstration Track
Serien- oder Zeitschriftentitel
Proceedings of Machine Learning Research
Band
133
Seite(n)
344-360
Konferenz
NeurIPS 2020
Konferenzdatum
2020-12-06 – 2020-12-12
Page URI
https://pub.uni-bielefeld.de/record/2982064
Zitieren
Kiela D, Firooz H, Mohan A, et al. The Hateful Memes Challenge: Competition Report. In: Escalante HJ, Hofmann K, eds. Proceedings of the NeurIPS 2020 Competition and Demonstration Track. Proceedings of Machine Learning Research. Vol 133. PMLR; 2021: 344-360.
Kiela, D., Firooz, H., Mohan, A., Goswami, V., Singh, A., Fitzpatrick, C. A., Bull, P., et al. (2021). The Hateful Memes Challenge: Competition Report. In H. J. Escalante & K. Hofmann (Eds.), Proceedings of Machine Learning Research: Vol. 133. Proceedings of the NeurIPS 2020 Competition and Demonstration Track (pp. 344-360). PMLR.
Kiela, Douwe, Firooz, Hamed, Mohan, Aravind, Goswami, Vedanuj, Singh, Amanpreet, Fitzpatrick, Casey A., Bull, Peter, et al. 2021. “The Hateful Memes Challenge: Competition Report”. In Proceedings of the NeurIPS 2020 Competition and Demonstration Track, ed. Hugo Jair Escalante and Katja Hofmann, 133:344-360. Proceedings of Machine Learning Research. PMLR.
Kiela, D., Firooz, H., Mohan, A., Goswami, V., Singh, A., Fitzpatrick, C. A., Bull, P., Lipstein, G., Nelli, T., Zhu, R., et al. (2021). “The Hateful Memes Challenge: Competition Report” in Proceedings of the NeurIPS 2020 Competition and Demonstration Track, Escalante, H. J., and Hofmann, K. eds. Proceedings of Machine Learning Research, vol. 133, (PMLR), 344-360.
Kiela, D., et al., 2021. The Hateful Memes Challenge: Competition Report. In H. J. Escalante & K. Hofmann, eds. Proceedings of the NeurIPS 2020 Competition and Demonstration Track. Proceedings of Machine Learning Research. no.133 PMLR, pp. 344-360.
D. Kiela, et al., “The Hateful Memes Challenge: Competition Report”, Proceedings of the NeurIPS 2020 Competition and Demonstration Track, H.J. Escalante and K. Hofmann, eds., Proceedings of Machine Learning Research, vol. 133, PMLR, 2021, pp.344-360.
Kiela, D., Firooz, H., Mohan, A., Goswami, V., Singh, A., Fitzpatrick, C.A., Bull, P., Lipstein, G., Nelli, T., Zhu, R., Muennighoff, N., Velioglu, R., Rose, J., Lippe, P., Holla, N., Chandra, S., Rajamanickam, S., Antoniou, G., Shutova, E., Yannakoudakis, H., Sandulescu, V., Ozertem, U., Pantel, P., Specia, L., Parikh, D.: The Hateful Memes Challenge: Competition Report. In: Escalante, H.J. and Hofmann, K. (eds.) Proceedings of the NeurIPS 2020 Competition and Demonstration Track. Proceedings of Machine Learning Research. 133, p. 344-360. PMLR (2021).
Kiela, Douwe, Firooz, Hamed, Mohan, Aravind, Goswami, Vedanuj, Singh, Amanpreet, Fitzpatrick, Casey A., Bull, Peter, Lipstein, Greg, Nelli, Tony, Zhu, Ron, Muennighoff, Niklas, Velioglu, Riza, Rose, Jewgeni, Lippe, Phillip, Holla, Nithin, Chandra, Shantanu, Rajamanickam, Santhosh, Antoniou, Georgios, Shutova, Ekaterina, Yannakoudakis, Helen, Sandulescu, Vlad, Ozertem, Umut, Pantel, Patrick, Specia, Lucia, and Parikh, Devi. “The Hateful Memes Challenge: Competition Report”. Proceedings of the NeurIPS 2020 Competition and Demonstration Track. Ed. Hugo Jair Escalante and Katja Hofmann. PMLR, 2021.Vol. 133. Proceedings of Machine Learning Research. 344-360.
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