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nikopartanen/castren-komi-wedding-laments: Matthias Alexander Castrén's Komi Wedding Laments, sentence-aligned dataset ...
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nikopartanen/castren-komi-wedding-laments: Matthias Alexander Castrén's Komi Wedding Laments, sentence-aligned dataset ...
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Neural Morphology Dataset and Models for Multiple Languages, from the Large to the Endangered ...
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Processing M.A. Castrén's Materials: Multilingual Typed and Handwritten Manuscripts ...
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Never guess what I heard... Rumor Detection in Finnish News: a Dataset and a Baseline ...
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Abstract:
This study presents a new dataset on rumor detection in Finnish language news headlines. We have evaluated two different LSTM based models and two different BERT models, and have found very significant differences in the results. A fine-tuned FinBERT reaches the best overall accuracy of 94.3% and rumor label accuracy of 96.0% of the time. However, a model fine-tuned on Multilingual BERT reaches the best factual label accuracy of 97.2%. Our results suggest that the performance difference is due to a difference in the original training data. Furthermore, we find that a regular LSTM model works better than one trained with a pretrained word2vec model. These findings suggest that more work needs to be done for pretrained models in Finnish language as they have been trained on small and biased corpora. ... : 2021 Workshop on NLP4IF: Censorship, Disinformation, and Propaganda ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/2106.03389 https://dx.doi.org/10.48550/arxiv.2106.03389
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langdoc/spoken-komi-corpus-vaszolyi: Spoken Komi Corpus: Erik Vászolyi ...
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Finnish Dialect Identification: The Effect of Audio and Text ...
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Automatic Dialect Adaptation in Finnish and its Effect on Perceived Creativity
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In: 11th International Conference on Computational Creativity (ICCC’20) ; https://hal.archives-ouvertes.fr/hal-02977153 ; 11th International Conference on Computational Creativity (ICCC’20), Sep 2020, Coimbra, Portugal ; http://computationalcreativity.net/iccc20/ (2020)
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Murre - Normalize non-standard Finnish and dialectalize standard Finnish ...
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