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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 Hits 1 – 20 of 33 1 Episodic memory demands modulate novel metaphor use during event narration G. Djokic, Vesna; Shutova, Ekaterina; Dankers, Verna In: Proceedings of the Annual Meeting of the Cognitive Science Society, vol 43, iss 43 (2021) BASE Show details 2 Multilingual and cross-lingual document classification: A meta-learning approach ... van der Heijden, Niels; Yannakoudakis, Helen; Mishra, Pushkar. - : arXiv, 2021 BASE Show details 3 Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Choenni, Rochelle; Shutova, Ekaterina. - : Underline Science Inc., 2021 BASE Show details 4 Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? ... Choenni, Rochelle; Shutova, Ekaterina; van Rooij, Robert. - : arXiv, 2021 BASE Show details 5 Cross-neutralising: Probing for joint encoding of linguistic information in multilingual models ... Choenni, Rochelle; Shutova, Ekaterina. - : arXiv, 2020 BASE Show details 6 Joint Modelling of Emotion and Abusive Language Detection ... Rajamanickam, Santhosh; Mishra, Pushkar; Yannakoudakis, Helen. - : arXiv, 2020 BASE Show details 7 What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties ... Choenni, Rochelle; Shutova, Ekaterina. - : arXiv, 2020 BASE Show details 8 SemEval-2020 Task 2: Predicting multilingual and cross-lingual (graded) lexical entailment Glavaš, Goran; Vulić, Ivan; Korhonen, Anna. - : Association for Computational Linguistics, 2020 BASE Show details 9 Decoding Brain Activity Associated with Literal and Metaphoric Sentence Comprehension Using Distributional Semantic Models Djokic, Vesna G.; Maillard, Jean; Bulat, Luana... In: Transactions of the Association for Computational Linguistics, Vol 8, Pp 231-246 (2020) (2020) BASE Show details 10 Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing Ponti, Edoardo Maria; O’Horan, Helen; Berzak, Yevgeni; Vulić, Ivan; Reichart, Roi; Poibeau, Thierry; Shutova, Ekaterina; Korhonen, Anna In: ISSN: 0891-2017 ; EISSN: 1530-9312 ; Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-02425462 ; Computational Linguistics, Massachusetts Institute of Technology Press (MIT Press), 2019, 45 (3), pp.559-601. ⟨10.1162/coli_a_00357⟩ ; https://www.mitpressjournals.org/doi/abs/10.1162/coli_a_00357 (2019) Abstract: International audience ; Linguistic typology aims to capture structural and semantic variation across the world’s languages. A large-scale typology could provide excellent guidance for multilingual Natural Language Processing (NLP), particularly for languages that suffer from the lack of human labeled resources. We present an extensive literature survey on the use of typological information in the development of NLP techniques. Our survey demonstrates that to date, the use of information in existing typological databases has resulted in consistent but modest improvements in system performance. We show that this is due to both intrinsic limitations of databases (in terms of coverage and feature granularity) and under-utilization of the typological features included in them. We advocate for a new approach that adapts the broad and discrete nature of typological categories to the contextual and continuous nature of machine learning algorithms used in contemporary NLP. In particular, we suggest that such an approach could be facilitated by recent developments in data-driven induction of typological knowledge. Keyword: [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; [SCCO.COMP]Cognitive science/Computer science; [SCCO.LING]Cognitive science/Linguistics; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; [SHS.STAT]Humanities and Social Sciences/Methods and statistics; Computational linguistics; Typology URL: https://hal.archives-ouvertes.fr/hal-02425462 https://hal.archives-ouvertes.fr/hal-02425462/file/coli_a_00357-Ponti.pdf https://hal.archives-ouvertes.fr/hal-02425462/document https://doi.org/10.1162/coli_a_00357 BASE Hide details 11 Learning Outside the Box: Discourse-level Features Improve Metaphor Identification. ... Mu, Jesse; Yannakoudakis, Helen; Shutova, Ekaterina. - : Apollo - University of Cambridge Repository, 2019 BASE Show details 12 Abusive Language Detection with Graph Convolutional Networks ... Mishra, Pushkar; Del Tredici, Marco; Yannakoudakis, Helen. - : Apollo - University of Cambridge Repository, 2019 BASE Show details 13 A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings ... van der Heijden, Niels; Abnar, Samira; Shutova, Ekaterina. - : arXiv, 2019 BASE Show details 14 Learning Outside the Box: Discourse-level Features Improve Metaphor Identification ... Mu, Jesse; Yannakoudakis, Helen; Shutova, Ekaterina. - : arXiv, 2019 BASE Show details 15 Abusive Language Detection with Graph Convolutional Networks ... Mishra, Pushkar; Del Tredici, Marco; Yannakoudakis, Helen. - : arXiv, 2019 BASE Show details 16 Tackling Online Abuse: A Survey of Automated Abuse Detection Methods ... Mishra, Pushkar; Yannakoudakis, Helen; Shutova, Ekaterina. - : arXiv, 2019 BASE Show details 17 Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing ... Ponti, Edoardo; O'Horan, Helen; Berzak, Yevgeni. - : Apollo - University of Cambridge Repository, 2019 BASE Show details 18 Author Profiling for Hate Speech Detection ... Mishra, Pushkar; Del Tredici, Marco; Yannakoudakis, Helen. - : arXiv, 2019 BASE Show details 19 Learning Outside the Box: Discourse-level Features Improve Metaphor Identification. Mu, Jesse; Yannakoudakis, Helen; Shutova, Ekaterina. - : In Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics., 2019 BASE Show details 20 Abusive Language Detection with Graph Convolutional Networks Mishra, Pushkar; Del Tredici, Marco; Yannakoudakis, Helen. - : Association for Computational Linguistics, 2019. : Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019 BASE Show details Page: 1 2

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