Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE)

Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor 2022-12 Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) text conference publication case-2022-challenges 10.18653/v1/2022.case-1.0 https://aclanthology.org/2022.case-1.0/ A Multi-Modal Dataset for Hate Speech Detection on Social Media: Case-study of Russia-Ukraine Conflict Surendrabikram Thapa author Aditya Shah author Farhan Jafri author Usman Naseem author Imran Razzak author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication thapa-etal-2022-multi 10.18653/v1/2022.case-1.1 https://aclanthology.org/2022.case-1.1/ 2022-12 1 6 EventGraph: Event Extraction as Semantic Graph Parsing Huiling You author David Samuel author Samia Touileb author Lilja Øvrelid author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication you-etal-2022-eventgraph 10.18653/v1/2022.case-1.2 https://aclanthology.org/2022.case-1.2/ 2022-12 7 15 NLP4ITF @ Causal News Corpus 2022: Leveraging Linguistic Information for Event Causality Classification Theresa Krumbiegel author Sophie Decher author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication krumbiegel-decher-2022-nlp4itf 10.18653/v1/2022.case-1.3 https://aclanthology.org/2022.case-1.3/ 2022-12 16 20 A Hybrid Knowledge and Transformer-Based Model for Event Detection with Automatic Self-Attention Threshold, Layer and Head Selection Thierry Desot author Orphee De Clercq author Veronique Hoste author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication desot-etal-2022-hybrid 10.18653/v1/2022.case-1.4 https://aclanthology.org/2022.case-1.4/ 2022-12 21 31 Improving Zero-Shot Event Extraction via Sentence Simplification Sneha Mehta author Huzefa Rangwala author Naren Ramakrishnan author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication mehta-etal-2022-improving-zero 10.18653/v1/2022.case-1.5 https://aclanthology.org/2022.case-1.5/ 2022-12 32 43 SNU-Causality Lab @ Causal News Corpus 2022: Detecting Causality by Data Augmentation via Part-of-Speech tagging Juhyeon Kim author Yesong Choe author Sanghack Lee author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication kim-etal-2022-snu 10.18653/v1/2022.case-1.6 https://aclanthology.org/2022.case-1.6/ 2022-12 44 49 LTRC @ Causal News Corpus 2022: Extracting and Identifying Causal Elements using Adapters Hiranmai Sri Adibhatla author Manish Shrivastava author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication sri-adibhatla-shrivastava-2022-ltrc 10.18653/v1/2022.case-1.7 https://aclanthology.org/2022.case-1.7/ 2022-12 50 55 Cross-modal Transfer Between Vision and Language for Protest Detection Ria Raj author Kajsa Andreasson author Tobias Norlund author Richard Johansson author Aron Lagerberg author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication raj-etal-2022-cross 10.18653/v1/2022.case-1.8 https://aclanthology.org/2022.case-1.8/ 2022-12 56 60 IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach Sergio Burdisso author Juan Pablo Zuluaga-gomez author Esau Villatoro-tello author Martin Fajcik author Muskaan Singh author Pavel Smrz author Petr Motlicek author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication burdisso-etal-2022-idiapers 10.18653/v1/2022.case-1.9 https://aclanthology.org/2022.case-1.9/ 2022-12 61 69 IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model Martin Fajcik author Muskaan Singh author Juan Pablo Zuluaga-gomez author Esau Villatoro-tello author Sergio Burdisso author Petr Motlicek author Pavel Smrz author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication fajcik-etal-2022-idiapers 10.18653/v1/2022.case-1.10 https://aclanthology.org/2022.case-1.10/ 2022-12 70 78 NoisyAnnot@ Causal News Corpus 2022: Causality Detection using Multiple Annotation Decisions Quynh Anh Nguyen author Arka Mitra author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication nguyen-mitra-2022-noisyannot 10.18653/v1/2022.case-1.11 https://aclanthology.org/2022.case-1.11/ 2022-12 79 84 GGNN@Causal News Corpus 2022:Gated Graph Neural Networks for Causal Event Classification from Social-Political News Articles Paul Trust author Rosane Minghim author Evangelos Milos author Kadusabe Provia author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication trust-etal-2022-ggnn 10.18653/v1/2022.case-1.12 https://aclanthology.org/2022.case-1.12/ 2022-12 85 90 1Cademy @ Causal News Corpus 2022: Leveraging Self-Training in Causality Classification of Socio-Political Event Data Adam Nik author Ge Zhang author Xingran Chen author Mingyu Li author Jie Fu author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication nik-etal-2022-1cademy 10.18653/v1/2022.case-1.13 https://aclanthology.org/2022.case-1.13/ 2022-12 91 99 1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector Xingran Chen author Ge Zhang author Adam Nik author Mingyu Li author Jie Fu author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication chen-etal-2022-1cademy 10.18653/v1/2022.case-1.14 https://aclanthology.org/2022.case-1.14/ 2022-12 100 105 Hybrid Knowledge Engineering Leveraging a Robust ML Framework to Produce an Assassination Dataset Abigail Sticha author Paul Brenner author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication sticha-brenner-2022-hybrid 10.18653/v1/2022.case-1.15 https://aclanthology.org/2022.case-1.15/ 2022-12 106 116 Political Event Coding as Text-to-Text Sequence Generation Yaoyao Dai author Benjamin Radford author Andrew Halterman author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication dai-etal-2022-political 10.18653/v1/2022.case-1.16 https://aclanthology.org/2022.case-1.16/ 2022-12 117 123 Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time Kiymet Akdemir author Ali Hürriyetoğlu author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication akdemir-hurriyetoglu-2022-zero 10.18653/v1/2022.case-1.17 https://aclanthology.org/2022.case-1.17/ 2022-12 124 132 SPOCK @ Causal News Corpus 2022: Cause-Effect-Signal Span Detection Using Span-Based and Sequence Tagging Models Anik Saha author Alex Gittens author Jian Ni author Oktie Hassanzadeh author Bulent Yener author Kavitha Srinivas author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication saha-etal-2022-spock-causal 10.18653/v1/2022.case-1.18 https://aclanthology.org/2022.case-1.18/ 2022-12 133 137 CSECU-DSG @ Causal News Corpus 2022: Fusion of RoBERTa Transformers Variants for Causal Event Classification Abdul Aziz author Md. Akram Hossain author Abu Nowshed Chy author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication aziz-etal-2022-csecu-dsg-causal 10.18653/v1/2022.case-1.19 https://aclanthology.org/2022.case-1.19/ 2022-12 138 142 ARGUABLY @ Causal News Corpus 2022: Contextually Augmented Language Models for Event Causality Identification Guneet Kohli author Prabsimran Kaur author Jatin Bedi author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication kohli-etal-2022-arguably 10.18653/v1/2022.case-1.20 https://aclanthology.org/2022.case-1.20/ 2022-12 143 148 ClassBases at the CASE-2022 Multilingual Protest Event Detection Task: Multilingual Protest News Detection and Automatically Replicating Manually Created Event Datasets Peratham Wiriyathammabhum author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication wiriyathammabhum-2022-classbases 10.18653/v1/2022.case-1.21 https://aclanthology.org/2022.case-1.21/ 2022-12 149 154 EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction Huiling You author David Samuel author Samia Touileb author Lilja Øvrelid author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication you-etal-2022-eventgraph-case 10.18653/v1/2022.case-1.22 https://aclanthology.org/2022.case-1.22/ 2022-12 155 160 NSUT-NLP at CASE 2022 Task 1: Multilingual Protest Event Detection using Transformer-based Models Manan Suri author Krish Chopra author Adwita Arora author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication suri-etal-2022-nsut 10.18653/v1/2022.case-1.23 https://aclanthology.org/2022.case-1.23/ 2022-12 161 168 CamPros at CASE 2022 Task 1: Transformer-based Multilingual Protest News Detection Neha Kumari author Mrinal Anand author Tushar Mohan author Ponnurangam Kumaraguru author Arun Balaji Buduru author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication kumari-etal-2022-campros 10.18653/v1/2022.case-1.24 https://aclanthology.org/2022.case-1.24/ 2022-12 169 174 ARC-NLP at CASE 2022 Task 1: Ensemble Learning for Multilingual Protest Event Detection Umitcan Sahin author Oguzhan Ozcelik author Izzet Emre Kucukkaya author Cagri Toraman author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication sahin-etal-2022-arc 10.18653/v1/2022.case-1.25 https://aclanthology.org/2022.case-1.25/ 2022-12 175 183 CEIA-NLP at CASE 2022 Task 1: Protest News Detection for Portuguese Diogo Fernandes author Adalberto Junior author Gabriel Marques author Anderson Soares author Arlindo Galvao Filho author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication fernandes-etal-2022-ceia 10.18653/v1/2022.case-1.26 https://aclanthology.org/2022.case-1.26/ 2022-12 184 188 SPARTA at CASE 2021 Task 1: Evaluating Different Techniques to Improve Event Extraction Arthur Müller author Andreas Dafnos author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication muller-dafnos-2022-sparta 10.18653/v1/2022.case-1.27 https://aclanthology.org/2022.case-1.27/ 2022-12 189 194 Event Causality Identification with Causal News Corpus - Shared Task 3, CASE 2022 Fiona Anting Tan author Hansi Hettiarachchi author Ali Hürriyetoğlu author Tommaso Caselli author Onur Uca author Farhana Ferdousi Liza author Nelleke Oostdijk author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication tan-etal-2022-event 10.18653/v1/2022.case-1.28 https://aclanthology.org/2022.case-1.28/ 2022-12 195 208 Tracking COVID-19 protest events in the United States. Shared Task 2: Event Database Replication, CASE 2022 Vanni Zavarella author Hristo Tanev author Ali Hürriyetoğlu author Peratham Wiriyathammabhum author Bertrand De Longueville author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication zavarella-etal-2022-tracking 10.18653/v1/2022.case-1.29 https://aclanthology.org/2022.case-1.29/ 2022-12 209 216 Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2022): Workshop and Shared Task Report Ali Hürriyetoğlu author Hristo Tanev author Vanni Zavarella author Reyyan Yeniterzi author Osman Mutlu author Erdem Yörük author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication hurriyetoglu-etal-2022-challenges 10.18653/v1/2022.case-1.30 https://aclanthology.org/2022.case-1.30/ 2022-12 217 222 Extended Multilingual Protest News Detection - Shared Task 1, CASE 2021 and 2022 Ali Hürriyetoğlu author Osman Mutlu author Fırat Duruşan author Onur Uca author Alaeddin Gürel author Benjamin J Radford author Yaoyao Dai author Hansi Hettiarachchi author Niklas Stoehr author Tadashi Nomoto author Milena Slavcheva author Francielle Vargas author Aaqib Javid author Fatih Beyhan author Erdem Yörük author 2022-12 text Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE) Ali Hürriyetoğlu editor Hristo Tanev editor Vanni Zavarella editor Erdem Yörük editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication hurriyetoglu-etal-2022-extended 10.18653/v1/2022.case-1.31 https://aclanthology.org/2022.case-1.31/ 2022-12 223 228