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# Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text 2022: all accepted papers

31 papers · the most cited first · [← Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text 2022](https://md.research.elamur.ai/free/en/venues/case/2022/)

1. **[Event Causality Identification with Causal News Corpus - Shared Task 3, CASE 2022 ↗](https://aclanthology.org/2022.case-1.28/)**Fiona Anting Tan, Hansi Hettiarachchi, Ali Hürriyetoğlu et al.*24 citations*
2. **[Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2022): Workshop and Shared Task Report ↗](https://aclanthology.org/2022.case-1.30/)**Ali Hürriyetoğlu, Hristo Tanev, Vanni Zavarella et al.*21 citations*
3. **[A Multi-Modal Dataset for Hate Speech Detection on Social Media: Case-study of Russia-Ukraine Conflict ↗](https://aclanthology.org/2022.case-1.1/)**Surendrabikram Thapa, Aditya Shah, Farhan Jafri et al.*18 citations*
4. **[Extended Multilingual Protest News Detection - Shared Task 1, CASE 2021 and 2022 ↗](https://aclanthology.org/2022.case-1.31/)**Ali Hürriyetoğlu, Osman Mutlu, Fırat Duruşan et al.*13 citations*
5. **[EventGraph: Event Extraction as Semantic Graph Parsing ↗](https://aclanthology.org/2022.case-1.2/)**Huiling You, David Samuel, Samia Touileb et al.*8 citations*
6. **[ARC-NLP at CASE 2022 Task 1: Ensemble Learning for Multilingual Protest Event Detection ↗](https://aclanthology.org/2022.case-1.25/)**Umitcan Sahin, Oguzhan Ozcelik, Izzet Emre Kucukkaya et al.*5 citations*
7. **[IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach ↗](https://aclanthology.org/2022.case-1.9/)**Sergio Burdisso, Juan Pablo Zuluaga-gomez, Esau Villatoro-tello et al.*5 citations*
8. **[NSUT-NLP at CASE 2022 Task 1: Multilingual Protest Event Detection using Transformer-based Models ↗](https://aclanthology.org/2022.case-1.23/)**Manan Suri, Krish Chopra, Adwita Arora*5 citations*
9. **[Tracking COVID-19 protest events in the United States. Shared Task 2: Event Database Replication, CASE 2022 ↗](https://aclanthology.org/2022.case-1.29/)**Vanni Zavarella, Hristo Tanev, Ali Hürriyetoğlu et al.*5 citations*
10. **[1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector ↗](https://aclanthology.org/2022.case-1.14/)**Xingran Chen, Ge Zhang, Adam Nik et al.*4 citations*
11. **[1Cademy @ Causal News Corpus 2022: Leveraging Self-Training in Causality Classification of Socio-Political Event Data ↗](https://aclanthology.org/2022.case-1.13/)**Adam Nik, Ge Zhang, Xingran Chen et al.*4 citations*
12. **[GGNN@Causal News Corpus 2022:Gated Graph Neural Networks for Causal Event Classification from Social-Political News Articles ↗](https://aclanthology.org/2022.case-1.12/)**Paul Trust, Rosane Minghim, Evangelos Milos et al.*4 citations*
13. **[IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model ↗](https://aclanthology.org/2022.case-1.10/)**Martin Fajcik, Muskaan Singh, Juan Pablo Zuluaga-gomez et al.*4 citations*
14. **[SPOCK @ Causal News Corpus 2022: Cause-Effect-Signal Span Detection Using Span-Based and Sequence Tagging Models ↗](https://aclanthology.org/2022.case-1.18/)**Anik Saha, Alex Gittens, Jian Ni et al.*4 citations*
15. **[Improving Zero-Shot Event Extraction via Sentence Simplification ↗](https://aclanthology.org/2022.case-1.5/)**Sneha Mehta, Huzefa Rangwala, Naren Ramakrishnan*3 citations*
16. **[Political Event Coding as Text-to-Text Sequence Generation ↗](https://aclanthology.org/2022.case-1.16/)**Yaoyao Dai, Benjamin Radford, Andrew Halterman*3 citations*
17. **[Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time ↗](https://aclanthology.org/2022.case-1.17/)**Kiymet Akdemir, Ali Hürriyetoğlu*3 citations*
18. **[A Hybrid Knowledge and Transformer-Based Model for Event Detection with Automatic Self-Attention Threshold, Layer and Head Selection ↗](https://aclanthology.org/2022.case-1.4/)**Thierry Desot, Orphee De Clercq, Veronique Hoste*2 citations*
19. **[ARGUABLY @ Causal News Corpus 2022: Contextually Augmented Language Models for Event Causality Identification ↗](https://aclanthology.org/2022.case-1.20/)**Guneet Kohli, Prabsimran Kaur, Jatin Bedi*2 citations*
20. **[CEIA-NLP at CASE 2022 Task 1: Protest News Detection for Portuguese ↗](https://aclanthology.org/2022.case-1.26/)**Diogo Fernandes, Adalberto Junior, Gabriel Marques et al.*2 citations*
21. **[CSECU-DSG @ Causal News Corpus 2022: Fusion of RoBERTa Transformers Variants for Causal Event Classification](https://md.research.elamur.ai/free/en/papers/aziz-2022-csecu-dsg-causal-news-corpus/)**Abdul Aziz, Md. Akram Hossain, Abu Nowshed Chy*2 citations · our summary*
22. **[CamPros at CASE 2022 Task 1: Transformer-based Multilingual Protest News Detection ↗](https://aclanthology.org/2022.case-1.24/)**Neha Kumari, Mrinal Anand, Tushar Mohan et al.*2 citations*
23. **[ClassBases at the CASE-2022 Multilingual Protest Event Detection Task: Multilingual Protest News Detection and Automatically Replicating Manually Created Event Datasets ↗](https://aclanthology.org/2022.case-1.21/)**Peratham Wiriyathammabhum*2 citations*
24. **[Cross-modal Transfer Between Vision and Language for Protest Detection ↗](https://aclanthology.org/2022.case-1.8/)**Ria Raj, Kajsa Andreasson, Tobias Norlund et al.*2 citations*
25. **[EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction ↗](https://aclanthology.org/2022.case-1.22/)**Huiling You, David Samuel, Samia Touileb et al.*2 citations*
26. **[Hybrid Knowledge Engineering Leveraging a Robust ML Framework to Produce an Assassination Dataset ↗](https://aclanthology.org/2022.case-1.15/)**Abigail Sticha, Paul Brenner*2 citations*
27. **[LTRC @ Causal News Corpus 2022: Extracting and Identifying Causal Elements using Adapters ↗](https://aclanthology.org/2022.case-1.7/)**Hiranmai Sri Adibhatla, Manish Shrivastava*2 citations*
28. **[NLP4ITF @ Causal News Corpus 2022: Leveraging Linguistic Information for Event Causality Classification ↗](https://aclanthology.org/2022.case-1.3/)**Theresa Krumbiegel, Sophie Decher*2 citations*
29. **[SPARTA at CASE 2021 Task 1: Evaluating Different Techniques to Improve Event Extraction ↗](https://aclanthology.org/2022.case-1.27/)**Arthur Müller, Andreas Dafnos*2 citations*
30. **[SNU-Causality Lab @ Causal News Corpus 2022: Detecting Causality by Data Augmentation via Part-of-Speech tagging ↗](https://aclanthology.org/2022.case-1.6/)**Juhyeon Kim, Yesong Choe, Sanghack Lee*1 citation*
31. **[NoisyAnnot@ Causal News Corpus 2022: Causality Detection using Multiple Annotation Decisions ↗](https://aclanthology.org/2022.case-1.11/)**Quynh Anh Nguyen, Arka Mitra
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