The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens N Zhou, Y Jiang, TR Bergquist, AJ Lee, BZ Kacsoh, AW Crocker, ... Genome biology 20 (1), 1-23, 2019 | 263 | 2019 |
Capturing evolution in word usage: just add more clusters? M Martinc, S Montariol, E Zosa, L Pivovarova Companion Proceedings of the Web Conference 2020, 343-349, 2020 | 33 | 2020 |
Discovery team at SemEval-2020 task 1: Context-sensitive embeddings not always better than static for semantic change detection M Martinc, S Montariol, E Zosa, L Pivovarova Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020 | 15 | 2020 |
Multilingual dynamic topic model E Zosa, M Granroth-Wilding RANLP 2019-Natural Language Processing a Deep Learning World, 2019 | 15 | 2019 |
Topic modelling discourse dynamics in historical newspapers J Marjanen, E Zosa, S Hengchen, L Pivovarova, M Tolonen arXiv preprint arXiv:2011.10428, 2020 | 13 | 2020 |
Clustering ideological terms in historical newspaper data with diachronic word embeddings J Marjanen, L Pivovarova, E Zosa, J Kurunmäki HistoInformatics 2019: International Workshop on Computational History 2019, 2019 | 13 | 2019 |
The expansion of isms, 1820-1917: Data-driven analysis of political language in digitized newspaper collections J Marjanen, J Kurunmäki, L Pivovarova, E Zosa Journal of Data Mining & Digital Humanities, 2020 | 9 | 2020 |
EMBEDDIA tools, datasets and challenges: Resources and hackathon contributions S Pollak, M Robnik-Šikonja, M Purver, M Boggia, R Shekhar, M Pranjić, ... Proceedings of the EACL Hackashop on News Media Content Analysis and …, 2021 | 7 | 2021 |
A comparison of unsupervised methods for ad hoc cross-lingual document retrieval E Zosa, M Granroth-Wilding, L Pivovarova Proceedings of the LREC 2020 workshop on cross-language search and …, 2020 | 5 | 2020 |
Visual topic modelling for NewsImage task at MediaEval 2021 L Pivovarova, E Zosa Working Notes Proceedings of the MediaEval 2021 Workshop, 2021 | 4 | 2021 |
Evaluating the Robustness of Embedding-Based Topic Models to OCR Noise E Zosa, S Mutuvi, M Granroth-Wilding, A Doucet Towards Open and Trustworthy Digital Societies: 23rd International …, 2021 | 3 | 2021 |
Disappearing discourses: Avoiding anachronisms and teleology with data-driven methods in studying digital newspaper collections E Zosa, S Hengchen, J Marjanen, L Pivovarova, M Tolonen | 3 | 2020 |
Word clustering for historical newspapers analysis L Pivovarova, E Zosa, J Marjanen Proceedings of the Workshop on Language Technology for Digital Historical …, 2019 | 3 | 2019 |
Multilingual Topic Labelling of News Topics Using Ontological Mapping E Zosa, L Pivovarova, M Boggia, S Ivanova Advances in Information Retrieval: 44th European Conference on IR Research …, 2022 | 2 | 2022 |
Benchmarks for unsupervised discourse change detection QQ Duong, L Pivovarova, E Zosa Proceedings of the 6th International Workshop on Computational History …, 2021 | 2 | 2021 |
Personal Research Assistant for Online Exploration of Historical News L Pivovarova, A Jean-Caurant, J Avikainen, K Alnajjar, ... Advances in Information Retrieval: 42nd European Conference on IR Research …, 2020 | 2 | 2020 |
Multilingual and Multimodal Topic Modelling with Pretrained Embeddings E Zosa, L Pivovarova arXiv preprint arXiv:2211.08057, 2022 | 1 | 2022 |
Effectiveness of Data Augmentation and Pretraining for Improving Neural Headline Generation in Low-Resource Settings M Martinc, S Montariol, L Pivovarova, E Zosa Proceedings of the 13th Language Resources and Evaluation Conference, 2022 | 1 | 2022 |
Interesting cross-border news discovery using cross-lingual article linking and document similarity B Koloski, E Zosa, T Stepišnik-Perdih, B Škrlj, T Paju, S Pollak Proceedings of the EACL Hackashop on News Media Content Analysis and …, 2021 | 1 | 2021 |
Analysis of News Media with Topic Models E Zosa Helsingin yliopisto, 2023 | | 2023 |