Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor 2021-04 Association for Computational Linguistics Online text conference publication hackashop-2021-eacl https://aclanthology.org/2021.hackashop-1.0/ Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus. Costanza Conforti author Jakob Berndt author Marco Basaldella author Mohammad Taher Pilehvar author Chryssi Giannitsarou author Flavio Toxvaerd author Nigel Collier author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication conforti-etal-2021-adversarial https://aclanthology.org/2021.hackashop-1.1/ 2021-04 1 7 Related Named Entities Classification in the Economic-Financial Context Daniel De Los Reyes author Allan Barcelos author Renata Vieira author Isabel Manssour author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication de-los-reyes-etal-2021-related https://aclanthology.org/2021.hackashop-1.2/ 2021-04 8 15 BERT meets Shapley: Extending SHAP Explanations to Transformer-based Classifiers Enja Kokalj author Blaž Škrlj author Nada Lavrač author Senja Pollak author Marko Robnik-Šikonja author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication kokalj-etal-2021-bert https://aclanthology.org/2021.hackashop-1.3/ 2021-04 16 21 Extending Neural Keyword Extraction with TF-IDF tagset matching Boshko Koloski author Senja Pollak author Blaž Škrlj author Matej Martinc author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication koloski-etal-2021-extending https://aclanthology.org/2021.hackashop-1.4/ 2021-04 22 29 Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection Andraž Pelicon author Ravi Shekhar author Matej Martinc author Blaž Škrlj author Matthew Purver author Senja Pollak author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication pelicon-etal-2021-zero https://aclanthology.org/2021.hackashop-1.5/ 2021-04 30 34 Exploring Linguistically-Lightweight Keyword Extraction Techniques for Indexing News Articles in a Multilingual Set-up Jakub Piskorski author Nicolas Stefanovitch author Guillaume Jacquet author Aldo Podavini author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication piskorski-etal-2021-exploring https://aclanthology.org/2021.hackashop-1.6/ 2021-04 35 44 No NLP Task Should be an Island: Multi-disciplinarity for Diversity in News Recommender Systems Myrthe Reuver author Antske Fokkens author Suzan Verberne author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication reuver-etal-2021-nlp https://aclanthology.org/2021.hackashop-1.7/ 2021-04 45 55 TeMoTopic: Temporal Mosaic Visualisation of Topic Distribution, Keywords, and Context Shane Sheehan author Saturnino Luz author Masood Masoodian author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication sheehan-etal-2021-temotopic https://aclanthology.org/2021.hackashop-1.8/ 2021-04 56 61 Using contextual and cross-lingual word embeddings to improve variety in template-based NLG for automated journalism Miia Rämö author Leo Leppänen author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication ramo-leppanen-2021-using https://aclanthology.org/2021.hackashop-1.9/ 2021-04 62 70 Aligning Estonian and Russian news industry keywords with the help of subtitle translations and an environmental thesaurus Andraž Repar author Andrej Shumakov author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication repar-shumakov-2021-aligning https://aclanthology.org/2021.hackashop-1.10/ 2021-04 71 75 Exploring Neural Language Models via Analysis of Local and Global Self-Attention Spaces Blaž Škrlj author Shane Sheehan author Nika Eržen author Marko Robnik-Šikonja author Saturnino Luz author Senja Pollak author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication skrlj-etal-2021-exploring https://aclanthology.org/2021.hackashop-1.11/ 2021-04 76 83 Comment Section Personalization: Algorithmic, Interface, and Interaction Design Yixue Wang author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication wang-2021-comment https://aclanthology.org/2021.hackashop-1.12/ 2021-04 84 88 Unsupervised Approach to Multilingual User Comments Summarization Aleš Žagar author Marko Robnik-Šikonja author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication zagar-robnik-sikonja-2021-unsupervised https://aclanthology.org/2021.hackashop-1.13/ 2021-04 89 98 EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions Senja Pollak author Marko Robnik-Šikonja author Matthew Purver author Michele Boggia author Ravi Shekhar author Marko Pranjić author Salla Salmela author Ivar Krustok author Tarmo Paju author Carl-Gustav Linden author Leo Leppänen author Elaine Zosa author Matej Ulčar author Linda Freienthal author Silver Traat author Luis Adrián Cabrera-Diego author Matej Martinc author Nada Lavrač author Blaž Škrlj author Martin Žnidaršič author Andraž Pelicon author Boshko Koloski author Vid Podpečan author Janez Kranjc author Shane Sheehan author Emanuela Boros author Jose G Moreno author Antoine Doucet author Hannu Toivonen author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication pollak-etal-2021-embeddia https://aclanthology.org/2021.hackashop-1.14/ 2021-04 99 109 A COVID-19 news coverage mood map of Europe Frankie Robertson author Jarkko Lagus author Kaisla Kajava author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication robertson-etal-2021-covid https://aclanthology.org/2021.hackashop-1.15/ 2021-04 110 115 Interesting cross-border news discovery using cross-lingual article linking and document similarity Boshko Koloski author Elaine Zosa author Timen Stepišnik-Perdih author Blaž Škrlj author Tarmo Paju author Senja Pollak author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication koloski-etal-2021-interesting https://aclanthology.org/2021.hackashop-1.16/ 2021-04 116 120 EMBEDDIA hackathon report: Automatic sentiment and viewpoint analysis of Slovenian news corpus on the topic of LGBTIQ+ Matej Martinc author Nina Perger author Andraž Pelicon author Matej Ulčar author Andreja Vezovnik author Senja Pollak author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication martinc-etal-2021-embeddia https://aclanthology.org/2021.hackashop-1.17/ 2021-04 121 126 To Block or not to Block: Experiments with Machine Learning for News Comment Moderation Damir Korencic author Ipek Baris author Eugenia Fernandez author Katarina Leuschel author Eva Sánchez Salido author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication korencic-etal-2021-block https://aclanthology.org/2021.hackashop-1.18/ 2021-04 127 133 Implementing Evaluation Metrics Based on Theories of Democracy in News Comment Recommendation (Hackathon Report) Myrthe Reuver author Nicolas Mattis author 2021-04 text Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation Hannu Toivonen editor Michele Boggia editor Association for Computational Linguistics Online conference publication reuver-mattis-2021-implementing https://aclanthology.org/2021.hackashop-1.19/ 2021-04 134 139