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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), 1-23, 2019
2352019
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
292020
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
142020
Topic modelling discourse dynamics in historical newspapers
J Marjanen, E Zosa, S Hengchen, L Pivovarova, M Tolonen
arXiv preprint arXiv:2011.10428, 2020
112020
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
102019
Multilingual dynamic topic model
E Zosa, M Granroth-Wilding
RANLP 2019-Natural Language Processing a Deep Learning World, 2019
82019
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
72021
The expansion of isms, 1820-1917: Data-driven analysis of political language in digitized newspaper collections
E Zosa, L Pivovarova, J Kurunmäki, J Marjanen
Journal of Data Mining & Digital Humanities, 2020
62020
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
52020
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
32020
Visual Topic Modelling for NewsImage Task at MediaEval 2021
L Pivovarova, E Zosa
Working Notes Proceedings of the MediaEval 2021 Workshop, 2021
22021
Benchmarks for unsupervised discourse change detection
QQ Duong, L Pivovarova, E Zosa
Proceedings of the 6th International Workshop on Computational History …, 2021
22021
Word clustering for historical newspapers analysis
L Pivovarova, E Zosa, J Marjanen
Proceedings of the Workshop on Language Technology for Digital Historical …, 2019
22019
Evaluating the Robustness of Embedding-Based Topic Models to OCR Noise
E Zosa, S Mutuvi, M Granroth-Wilding, A Doucet
International Conference on Asian Digital Libraries, 392-400, 2021
12021
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
12021
Multilingual and Multimodal Topic Modelling with Pretrained Embeddings
E Zosa, L Pivovarova
arXiv preprint arXiv:2211.08057, 2022
2022
EMBEDDIA at SemEval-2022 Task 8: Investigating Sentence, Image, and Knowledge Graph Representations for Multilingual News Article Similarity
E Zosa, E Boroş, B Koloski, L Pivovarova
Proceedings of the 16th International Workshop on Semantic Evaluation …, 2022
2022
Effectiveness of Data Augmentation and Pretraining for Improving Neural Headline Generation in Low-Resource Settings
M Martinc, S Montariol, L Pivovarova, E Zosa
LREC 2022, 2022
2022
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
2022
Not All Comments are Equal: Insights into Comment Moderation from a Topic-Aware Model
E Zosa, R Shekhar, M Karan, M Purver
arXiv preprint arXiv:2109.10033, 2021
2021
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Articles 1–20