EACL (Hackashop)

Publications

2021

Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, EACL 2021, Online, April 19, 2021 EACL (Hackashop) (2021)
Enja Kokalj, Blaz Skrlj, Nada Lavrac, Senja Pollak, Marko Robnik-Sikonja
BERT meets Shapley: Extending SHAP Explanations to Transformer-based Classifiers. EACL (Hackashop) (2021)
Frankie Robertson, Jarkko Lagus, Kaisla Kajava
A COVID-19 news coverage mood map of Europe. EACL (Hackashop) (2021)
Boshko Koloski, Elaine Zosa, Timen Stepisnik Perdih, Blaz Skrlj, Tarmo Paju, Senja Pollak
Interesting cross-border news discovery using cross-lingual article linking and document similarity. EACL (Hackashop) (2021)
Myrthe Reuver, Antske Fokkens, Suzan Verberne
No NLP Task Should be an Island: Multi-disciplinarity for Diversity in News Recommender Systems. EACL (Hackashop) (2021)
Blaz Skrlj, Shane Sheehan, Nika Erzen, Marko Robnik-Sikonja, Saturnino Luz, Senja Pollak
Exploring Neural Language Models via Analysis of Local and Global Self-Attention Spaces. EACL (Hackashop) (2021)
Matej Martinc, Nina Perger, Andraz Pelicon, Matej Ulcar, Andreja Vezovnik, Senja Pollak
EMBEDDIA hackathon report: Automatic sentiment and viewpoint analysis of Slovenian news corpus on the topic of LGBTIQ+. EACL (Hackashop) (2021)
Senja Pollak, Marko Robnik-Sikonja, Matthew Purver, Michele Boggia, Ravi Shekhar, Marko Pranjic, Salla Salmela, Ivar Krustok, Tarmo Paju, Carl-Gustav Linden, Leo Leppänen, Elaine Zosa, Matej Ulcar, Linda Freienthal, Silver Traat, Luis Adrián Cabrera-Diego, Matej Martinc, Nada Lavrac, Blaz Skrlj, Martin Znidarsic, Andraz Pelicon, Boshko Koloski, Vid Podpecan, Janez Kranjc, Shane Sheehan, Emanuela Boros, Jose G. Moreno, Antoine Doucet, Hannu Toivonen
EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions. EACL (Hackashop) (2021)
Shane Sheehan, Saturnino Luz, Masood Masoodian
TeMoTopic: Temporal Mosaic Visualisation of Topic Distribution, Keywords, and Context. EACL (Hackashop) (2021)
Damir Korencic, Ipek Baris, Eugenia Fernandez, Katarina Leuschel, Eva Salido
To Block or not to Block: Experiments with Machine Learning for News Comment Moderation. EACL (Hackashop) (2021)
Yixue Wang
Comment Section Personalization: Algorithmic, Interface, and Interaction Design. EACL (Hackashop) (2021)
Jakub Piskorski, Nicolas Stefanovitch, Guillaume Jacquet, Aldo Podavini
Exploring Linguistically-Lightweight Keyword Extraction Techniques for Indexing News Articles in a Multilingual Set-up. EACL (Hackashop) (2021)
Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
Extending Neural Keyword Extraction with TF-IDF tagset matching. EACL (Hackashop) (2021)
Andraz Repar, Andrej Shumakov
Aligning Estonian and Russian news industry keywords with the help of subtitle translations and an environmental thesaurus. EACL (Hackashop) (2021)
Ales Zagar, Marko Robnik-Sikonja
Unsupervised Approach to Multilingual User Comments Summarization. EACL (Hackashop) (2021)
Myrthe Reuver, Nicolas Mattis
Implementing Evaluation Metrics Based on Theories of Democracy in News Comment Recommendation (Hackathon Report). EACL (Hackashop) (2021)
Miia Rämö, Leo Leppänen
Using contextual and cross-lingual word embeddings to improve variety in template-based NLG for automated journalism. EACL (Hackashop) (2021)
Costanza Conforti, Jakob Berndt, Marco Basaldella, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus. EACL (Hackashop) (2021)
Daniel Reyes, Allan Barcelos, Renata Vieira, Isabel Harb Manssour
Related Named Entities Classification in the Economic-Financial Context. EACL (Hackashop) (2021)
Andraz Pelicon, Ravi Shekhar, Matej Martinc, Blaz Skrlj, Matthew Purver, Senja Pollak
Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection. EACL (Hackashop) (2021)