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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; Shutova, Ekaterina. - : arXiv, 2021 Abstract: The great majority of languages in the world are considered under-resourced for the successful application of deep learning methods. In this work, we propose a meta-learning approach to document classification in limited-resource setting and demonstrate its effectiveness in two different settings: few-shot, cross-lingual adaptation to previously unseen languages; and multilingual joint training when limited target-language data is available during training. We conduct a systematic comparison of several meta-learning methods, investigate multiple settings in terms of data availability and show that meta-learning thrives in settings with a heterogeneous task distribution. We propose a simple, yet effective adjustment to existing meta-learning methods which allows for better and more stable learning, and set a new state of the art on several languages while performing on-par on others, using only a small amount of labeled data. ... : 11 pages, 1 figure ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2101.11302 https://dx.doi.org/10.48550/arxiv.2101.11302 BASE Hide 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... 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) BASE Show 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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