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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 – 18 of 18 1 Inducing Language-Agnostic Multilingual Representations ... Zhao, Wei; Eger, Steffen; Bjerva, Johannes. - : arXiv, 2020 BASE Show details 2 Zero-Shot Cross-Lingual Transfer with Meta Learning ... Nooralahzadeh, Farhad; Bekoulis, Giannis; Bjerva, Johannes; Augenstein, Isabelle. - : arXiv, 2020 Abstract: Learning what to share between tasks has been a topic of great importance recently, as strategic sharing of knowledge has been shown to improve downstream task performance. This is particularly important for multilingual applications, as most languages in the world are under-resourced. Here, we consider the setting of training models on multiple different languages at the same time, when little or no data is available for languages other than English. We show that this challenging setup can be approached using meta-learning, where, in addition to training a source language model, another model learns to select which training instances are the most beneficial to the first. We experiment using standard supervised, zero-shot cross-lingual, as well as few-shot cross-lingual settings for different natural language understanding tasks (natural language inference, question answering). Our extensive experimental setup demonstrates the consistent effectiveness of meta-learning for a total of 15 languages. We improve ... : Accepted as long paper in EMNLP2020 main conference ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2003.02739 https://arxiv.org/abs/2003.02739 BASE Hide details 3 SIGTYP 2020 Shared Task: Prediction of Typological Features ... Bjerva, Johannes; Salesky, Elizabeth; Mielke, Sabrina J.. - : arXiv, 2020 BASE Show details 4 Uncovering Probabilistic Implications in Typological Knowledge Bases ... Bjerva, Johannes; Kementchedjhieva, Yova; Cotterell, Ryan. - : arXiv, 2019 BASE Show details 5 Back to the Future -- Sequential Alignment of Text Representations ... Bjerva, Johannes; Kouw, Wouter; Augenstein, Isabelle. - : arXiv, 2019 BASE Show details 6 What do Language Representations Really Represent? ... Bjerva, Johannes; Östling, Robert; Veiga, Maria Han. - : arXiv, 2019 BASE Show details 7 What Do Language Representations Really Represent? Augenstein, Isabelle; Östling, Robert; Veiga, Maria Han... In: Bjerva, Johannes; Östling, Robert; Veiga, Maria Han; Tiedemann, Jörg; Augenstein, Isabelle (2019). What Do Language Representations Really Represent? Computational Linguistics, 45(2):381-389. (2019) BASE Show details 8 Copenhagen at CoNLL--SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding ... Kementchedjhieva, Yova; Bjerva, Johannes; Augenstein, Isabelle. - : arXiv, 2018 BASE Show details 9 Parameter sharing between dependency parsers for related languages ... de Lhoneux, Miryam; Bjerva, Johannes; Augenstein, Isabelle. - : arXiv, 2018 BASE Show details 10 Multitask and Multilingual Modelling for Lexical Analysis ... Bjerva, Johannes. - : arXiv, 2018 BASE Show details 11 From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings ... Bjerva, Johannes; Augenstein, Isabelle. - : arXiv, 2018 BASE Show details 12 The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations Abzianidze, Lasha; Bjerva, Johannes; Evang, Kilian... In: 15th Conference of the European Chapter of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01630960 ; 15th Conference of the European Chapter of the Association for Computational Linguistics, Apr 2017, Valencia, Spain. pp.242 - 247 (2017) BASE Show details 13 Tracking Typological Traits of Uralic Languages in Distributed Language Representations ... Bjerva, Johannes; Augenstein, Isabelle. - : arXiv, 2017 BASE Show details 14 Articulation rate in Swedish child-directed speech increases as a function of the age of the child even when surprisal is controlled for ... Sjons, Johan; Hörberg, Thomas; Östling, Robert. - : arXiv, 2017 BASE Show details 15 One Model to Rule them all: Multitask and Multilingual Modelling for Lexical Analysis ... Bjerva, Johannes. - : arXiv, 2017 BASE Show details 16 The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations ... Abzianidze, Lasha; Bjerva, Johannes; Evang, Kilian. - : arXiv, 2017 BASE Show details 17 Rethinking intertextuality through a word-space and social network approach – the case of Cassiodorus Bjerva, Johannes; Praet, Raf In: https://hal.archives-ouvertes.fr/hal-01279833 ; 2016 (2016) BASE Show details 18 Semantic Tagging with Deep Residual Networks ... Bjerva, Johannes; Plank, Barbara; Bos, Johan. - : arXiv, 2016 BASE Show details

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