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2019 | OriginalPaper | Chapter

Overview of CLEF 2019 Lab ProtestNews: Extracting Protests from News in a Cross-Context Setting

Authors : Ali Hürriyetoğlu, Erdem Yörük, Deniz Yüret, Çağrı Yoltar, Burak Gürel, Fırat Duruşan, Osman Mutlu, Arda Akdemir

Published in: Experimental IR Meets Multilinguality, Multimodality, and Interaction

Publisher: Springer International Publishing

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Abstract

We present an overview of the CLEF-2019 Lab ProtestNews on Extracting Protests from News in the context of generalizable natural language processing. The lab consists of document, sentence, and token level information classification and extraction tasks that were referred as task 1, task 2, and task 3 respectively in the scope of this lab. The tasks required the participants to identify protest relevant information from English local news at one or more aforementioned levels in a cross-context setting, which is cross-country in the scope of this lab. The training and development data were collected from India and test data was collected from India and China. The lab attracted 58 teams to participate in the lab. 12 and 9 of these teams submitted results and working notes respectively. We have observed neural networks yield the best results and the performance drops significantly for majority of the submissions in the cross-country setting, which is China.

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Literature
1.
go back to reference Akdemir, A., Hürriyetoğlu, A., Yörük, E., Gürel, B., Yoltar, c., Yüret, D.: Towards generalizable place name recognition systems: analysis and enhancement of NER systems on English news from India. In: Proceedings of the 12th Workshop on Geographic Information Retrieval, GIR 2018, pp. 8:1–8:10. ACM, New York (2018). https://doi.org/10.1145/3281354.3281363 Akdemir, A., Hürriyetoğlu, A., Yörük, E., Gürel, B., Yoltar, c., Yüret, D.: Towards generalizable place name recognition systems: analysis and enhancement of NER systems on English news from India. In: Proceedings of the 12th Workshop on Geographic Information Retrieval, GIR 2018, pp. 8:1–8:10. ACM, New York (2018). https://​doi.​org/​10.​1145/​3281354.​3281363
2.
go back to reference Ettinger, A., Rao, S., Daumé III, H., Bender, E.M.: Towards linguistically generalizable NLP systems: a workshop and shared task. In: Proceedings of the First Workshop on Building Linguistically Generalizable NLP Systems, pp. 1–10. Association for Computational Linguistics (2017). http://aclweb.org/anthology/W17-5401 Ettinger, A., Rao, S., Daumé III, H., Bender, E.M.: Towards linguistically generalizable NLP systems: a workshop and shared task. In: Proceedings of the First Workshop on Building Linguistically Generalizable NLP Systems, pp. 1–10. Association for Computational Linguistics (2017). http://​aclweb.​org/​anthology/​W17-5401
5.
go back to reference Sang, E.F., De Meulder, F.: Introduction to the CoNLL-2003 shared task: language-independent named entity recognition. arXiv preprint cs/0306050 (2003) Sang, E.F., De Meulder, F.: Introduction to the CoNLL-2003 shared task: language-independent named entity recognition. arXiv preprint cs/0306050 (2003)
Metadata
Title
Overview of CLEF 2019 Lab ProtestNews: Extracting Protests from News in a Cross-Context Setting
Authors
Ali Hürriyetoğlu
Erdem Yörük
Deniz Yüret
Çağrı Yoltar
Burak Gürel
Fırat Duruşan
Osman Mutlu
Arda Akdemir
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-030-28577-7_32

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