Automated Extraction of Socio-political Events from News (AESPEN): Workshop and Shared Task Report
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Abstract (arXiv)
We describe our effort on automated extraction of socio-political events from news in the scope of a workshop and a shared task we organized at Language Resources and Evaluation Conference (LREC 2020). We believe the event extraction studies in computational linguistics and social and political sciences should further support each other in order to enable large scale socio-political event information collection across sources, countries, and languages. The event consists of regular research papers and a shared task, which is about event sentence coreference identification (ESCI), tracks. All submissions were reviewed by five members of the program committee. The workshop attracted research papers related to evaluation of machine learning methodologies, language resources, material conflict forecasting, and a shared task participation report in the scope of socio-political event information collection. It has shown us the volume and variety of both the data sources and event information collection approaches related to socio-political events and the need to fill the gap between automated text processing techniques and requirements of social and political sciences.
Key facts. Cited by 12 papers in the map (data through 7 Oct 2026). First posted on arXiv 12 May 2020.
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Citing papers per year: 2021: 2; 2022: 8; 2023: 2.
12 papers.
- 2022The Causal News Corpus: Annotating Causal Relations in Event Sentences from Newscited by 24
- 2022Event Coreference Resolution for Contentious Politics Eventscited by 4
- 2022Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2022): Workshop and Shared Task Reportcited by 4
- 20221Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selectorcited by 3
- 20221Cademy @ Causal News Corpus 2022: Leveraging Self-Training in Causality Classification of Socio-Political Event Datacited by 3
- 2022Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 2022cited by 3
- 2022Event Causality Identification with Causal News Corpus -- Shared Task 3, CASE 2022cited by 3
- 2022Global Contentious Politics Database (GLOCON) Annotation Manualscited by 2
- 2023Flood Event Extraction from News Media to Support Satellite-Based Flood Insurancecited by 1
- 2021AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERTcited by 0
- 2021Handshakes AI Research at CASE 2021 Task 1: Exploring different approaches for multilingual taskscited by 0
- 2023Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2023): Workshop and Shared Task Reportcited by 0
- 2023Flood Event Extraction from News Media to Support Satellite-Based Flood Insurance5 Dec 2023
- 2023Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2023): Workshop and Shared Task Report2 Dec 2023
- 2022Event Causality Identification with Causal News Corpus -- Shared Task 3, CASE 202222 Nov 2022
- 2022Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 202221 Nov 2022
- 2022Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2022): Workshop and Shared Task Report21 Nov 2022
- 20221Cademy @ Causal News Corpus 2022: Leveraging Self-Training in Causality Classification of Socio-Political Event Data4 Nov 2022
- 20221Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector31 Oct 2022
- 2022Global Contentious Politics Database (GLOCON) Annotation Manuals17 May 2022
- 2022The Causal News Corpus: Annotating Causal Relations in Event Sentences from News25 Apr 2022
- 2022Event Coreference Resolution for Contentious Politics Events18 Mar 2022
- 2021Handshakes AI Research at CASE 2021 Task 1: Exploring different approaches for multilingual tasks29 Oct 2021
- 2021AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT10 Jun 2021