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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 Page: 1 2 3 Hits 1 – 20 of 57 1 Learning Disentangled Representations of Negation and Uncertainty ... Vasilakes, Jake; Zerva, Chrysoula; Miwa, Makoto. - : arXiv, 2022 BASE Show details 2 Natural language processing applied to mental illness detection: a narrative review Zhang, Tianlin; Schoene, Annika M.; Ji, Shaoxiong... In: NPJ Digit Med (2022) BASE Show details 3 Investigating Text Simplification Evaluation ... Vásquez-Rodríguez, Laura; Shardlow, Matthew; Przybyła, Piotr. - : arXiv, 2021 BASE Show details 4 Investigating Text Simplification Evaluation ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Ananiadou, Sophia; Przybyła, Piotr. - : Underline Science Inc., 2021 BASE Show details 5 Towards BERT-based Automatic ICD Coding: Limitations and Opportunities Pascual, Damian; Wattenhofer, Roger; Luck, Sandro In: Proceedings of the 20th Workshop on Biomedical Language Processing (2021) BASE Show details 6 BioVAE: a pre-trained latent variable language model for biomedical text mining Trieu, Hai-Long; Miwa, Makoto; Ananiadou, Sophia In: Bioinformatics (2021) BASE Show details 7 Hypothesis, analysis and synthesis: it’s all Greek to me! ... Iliopoulos, Ioannis; Ananiadou, Sophia; Danchin, Antoine. - : figshare, 2020 BASE Show details 8 Hypothesis, analysis and synthesis: it’s all Greek to me! ... Iliopoulos, Ioannis; Ananiadou, Sophia; Danchin, Antoine. - : figshare, 2020 BASE Show details 9 Hypothesis, analysis and synthesis: it’s all Greek to me! ... Iliopoulos, Ioannis; Ananiadou, Sophia; Danchin, Antoine. - : figshare, 2020 BASE Show details 10 Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks ... Li, Maolin; Myrman, Arvid Fahlström; Mu, Tingting; Ananiadou, Sophia. - : arXiv, 2019 Abstract: When constructing models that learn from noisy labels produced by multiple annotators, it is important to accurately estimate the reliability of annotators. Annotators may provide labels of inconsistent quality due to their varying expertise and reliability in a domain. Previous studies have mostly focused on estimating each annotator's overall reliability on the entire annotation task. However, in practice, the reliability of an annotator may depend on each specific instance. Only a limited number of studies have investigated modelling per-instance reliability and these only considered binary labels. In this paper, we propose an unsupervised model which can handle both binary and multi-class labels. It can automatically estimate the per-instance reliability of each annotator and the correct label for each instance. We specify our model as a probabilistic model which incorporates neural networks to model the dependency between latent variables and instances. For evaluation, the proposed method is applied to ... : 9 pages, 1 figures, 10 tables, 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL2019) ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://dx.doi.org/10.48550/arxiv.1905.04981 https://arxiv.org/abs/1905.04981 BASE Hide details 11 Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network ... Sahu, Sunil Kumar; Christopoulou, Fenia; Miwa, Makoto. - : arXiv, 2019 BASE Show details 12 Hypothesis, analysis and synthesis: it’s all Greek to me! ... Iliopoulos, Ioannis; Ananiadou, Sophia; Danchin, Antoine. - : figshare, 2019 BASE Show details 13 Improving reference prioritisation with PICO recognition Brockmeier, Austin J.; Ju, Meizhi; Przybyła, Piotr. - : BioMed Central, 2019 BASE Show details 14 Improving clinical named entity recognition in Chinese using the graphical and phonetic feature Wang, Yifei; Ananiadou, Sophia; Tsujii, Jun’ichi. - : BioMed Central, 2019 BASE Show details 15 Identification of research hypotheses and new knowledge from scientific literature ... Shardlow, Matthew; Batista-Navarro, Riza; Thompson, Paul. - : Figshare, 2018 BASE Show details 16 Identification of research hypotheses and new knowledge from scientific literature ... Shardlow, Matthew; Batista-Navarro, Riza; Thompson, Paul. - : Figshare, 2018 BASE Show details 17 Hypothesis, analysis and synthesis: it’s all Greek to me! ... Iliopoulos, Ioannis; Ananiadou, Sophia; Danchin, Antoine. - : figshare, 2018 BASE Show details 18 Constructing a biodiversity terminological inventory Nguyen, Nhung T. H.; Soto, Axel J.; Kontonatsios, Georgios. - : Public Library of Science, 2017 BASE Show details 19 Distributed Document and Phrase Co-embeddings for Descriptive Clustering Kontonatsios, Georgios; Sato, Motoki; Mu, Tingting. - : Association for Computational Linguistics, 2017 BASE Show details 20 Enriching news events with meta-knowledge information [<Journal>] Thompson, Paul [Verfasser]; Nawaz, Raheel [Sonstige]; McNaught, John [Sonstige]. 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