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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 15 of 15 1 Does Corpus Quality Really Matter for Low-Resource Languages? ... Artetxe, Mikel; Aldabe, Itziar; Agerri, Rodrigo; Perez-de-Viñaspre, Olatz; Soroa, Aitor. - : arXiv, 2022 Abstract: The vast majority of non-English corpora are derived from automatically filtered versions of CommonCrawl. While prior work has identified major issues on the quality of these datasets (Kreutzer et al., 2021), it is not clear how this impacts downstream performance. Taking Basque as a case study, we explore tailored crawling (manually identifying and scraping websites with high-quality content) as an alternative to filtering CommonCrawl. Our new corpus, called EusCrawl, is similar in size to the Basque portion of popular multilingual corpora like CC100 and mC4, yet it has a much higher quality according to native annotators. For instance, 66% of documents are rated as high-quality for EusCrawl, in contrast with <33% for both mC4 and CC100. Nevertheless, we obtain similar results on downstream tasks regardless of the corpus used for pre-training. Our work suggests that NLU performance in low-resource languages is primarily constrained by the quantity rather than the quality of the data, prompting for ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://dx.doi.org/10.48550/arxiv.2203.08111 https://arxiv.org/abs/2203.08111 BASE Hide details 2 Multilingual Counter Narrative Type Classification ... Chung, Yi-Ling; Guerini, Marco; Agerri, Rodrigo. - : arXiv, 2021 BASE Show details 3 Semi-automatic Generation of Multilingual Datasets for Stance Detection in Twitter ... Zotova, Elena; Agerri, Rodrigo; Rigau, German. - : arXiv, 2021 BASE Show details 4 Benchmarking Meta-embeddings: What Works and What Does Not ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., German; Agerri, Rodrigo. - : Underline Science Inc., 2021 BASE Show details 5 Multilingual Stance Detection: The Catalonia Independence Corpus ... Zotova, Elena; Agerri, Rodrigo; Nuñez, Manuel. - : arXiv, 2020 BASE Show details 6 A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings ... García-Ferrero, Iker; Agerri, Rodrigo; Rigau, German. - : arXiv, 2020 BASE Show details 7 Give your Text Representation Models some Love: the Case for Basque ... Agerri, Rodrigo; Vicente, Iñaki San; Campos, Jon Ander. - : arXiv, 2020 BASE Show details 8 Multilingual and Cross-lingual Timeline Extraction ... Laparra, Egoitz; Agerri, Rodrigo; Aldabe, Itziar. - : arXiv, 2017 BASE Show details 9 Q-WordNet PPV: Simple, Robust and (almost) Unsupervised Generation of Polarity Lexicons for Multiple Languages ... Vicente, Iñaki San; Agerri, Rodrigo; Rigau, German. - : arXiv, 2017 BASE Show details 10 EliXa: A Modular and Flexible ABSA Platform ... Vicente, Iñaki San; Saralegi, Xabier; Agerri, Rodrigo. - : arXiv, 2017 BASE Show details 11 IXA pipes: Efficient and Ready to Use Multilingual NLP tools ... Agerri, Rodrigo; Bermudez, Josu; Rigau, German. - : Unpublished, 2014 BASE Show details 12 Norms of Conversation in a Framework for Agent Communication Languages Agerri, Rodrigo. - : Dagstuhl Seminar Proceedings. 07122 - Normative Multi-agent Systems, 2007 BASE Show details 13 Fixing unsaid meanings Agerri, Rodrigo In: Trends in cognitive sciences. - Amsterdam [u.a.] : Elsevier Science 6 (2002) 4, 149-150 BLLDB Show details 14 Multilingual event detection using the NewsReader pipelines Agerri, Rodrigo; Aldabe, Itziar; Laparra, Egoitz. - : International Conference on Language Resources and Evaluation (LREC) BASE Show details 15 Robust multilingual Named Entity Recognition with shallow semi-supervised features Agerri, Rodrigo; Rigau Claramunt, German. - : Elsevier BASE Show details

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