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Elaine Zosa
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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, 1-23, 2019
3582019
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
522020
Topic modelling discourse dynamics in historical newspapers
J Marjanen, E Zosa, S Hengchen, L Pivovarova, M Tolonen
arXiv preprint arXiv:2011.10428, 2020
282020
Multilingual dynamic topic model
E Zosa, M Granroth-Wilding
Proceedings of the International Conference on Recent Advances in Natural …, 2019
222019
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, 67-73, 2020
212020
Clustering ideological terms in historical newspaper data with diachronic word embeddings
J Marjanen, L Pivovarova, E Zosa, J Kurunmäki
5th International Workshop on Computational History, HistoInformatics 2019, 2019
172019
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
102020
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
92021
Multilingual topic labelling of news topics using ontological mapping
E Zosa, L Pivovarova, M Boggia, S Ivanova
European Conference on Information Retrieval, 248-256, 2022
82022
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
72021
Multilingual and multimodal topic modelling with pretrained embeddings
E Zosa, L Pivovarova
arXiv preprint arXiv:2211.08057, 2022
62022
Visual Topic Modelling for NewsImage Task at MediaEval 2021.
L Pivovarova, E Zosa
MediaEval, 2021
62021
A comparison of unsupervised methods for ad hoc cross-lingual document retrieval
E Zosa, M Granroth-Wilding, L Pivovarova
Proceedings of the workshop on Cross-Language Search and Summarization of …, 2020
62020
Word clustering for historical newspapers analysis
L Pivovarova, J Marjanen, E Zosa
Workshop on Language Technology for Digital Historical Archives: with a …, 2019
42019
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 Thirteenth Language Resources and Evaluation Conference …, 2022
32022
Benchmarks for unsupervised discourse change detection
QQ Duong, L Pivovarova, E Zosa
International Workshop on Computational History, 2021
32021
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
Digital humanities in the Nordic countries DHN 2020, Riga, Latvia, March 17–20, 2020
32020
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
22021
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
22020
Poro 34B and the Blessing of Multilinguality
R Luukkonen, J Burdge, E Zosa, A Talman, V Komulainen, V Hatanpää, ...
arXiv preprint arXiv:2404.01856, 2024
12024
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Articles 1–20