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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 36 1 A Neural Pairwise Ranking Model for Readability Assessment ... Lee, Justin; Vajjala, Sowmya. - : arXiv, 2022 Abstract: Automatic Readability Assessment (ARA), the task of assigning a reading level to a text, is traditionally treated as a classification problem in NLP research. In this paper, we propose the first neural, pairwise ranking approach to ARA and compare it with existing classification, regression, and (non-neural) ranking methods. We establish the performance of our model by conducting experiments with three English, one French and one Spanish datasets. We demonstrate that our approach performs well in monolingual single/cross corpus testing scenarios and achieves a zero-shot cross-lingual ranking accuracy of over 80% for both French and Spanish when trained on English data. Additionally, we also release a new parallel bilingual readability dataset in English and French. To our knowledge, this paper proposes the first neural pairwise ranking model for ARA, and shows the first results of cross-lingual, zero-shot evaluation of ARA with neural models. ... : to appear in Findings of ACL 2022 ... 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.2203.07450 https://arxiv.org/abs/2203.07450 BASE Hide details 2 Vikidia En/Fr bilingual dataset for Automatic Readability Assessment ... Lee, Justin; Vajjala, Sowmya. - : Zenodo, 2022 BASE Show details 3 Vikidia En/Fr bilingual dataset for Automatic Readability Assessment ... Lee, Justin; Vajjala, Sowmya. - : Zenodo, 2022 BASE Show details 4 Universal Dependencies 2.9 Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021 BASE Show details 5 Universal Dependencies 2.8.1 Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021 BASE Show details 6 Universal Dependencies 2.8 Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021 BASE Show details 7 Teaching NLP outside Linguistics and Computer Science classrooms: Some challenges and some opportunities ... Vajjala, Sowmya. - : arXiv, 2021 BASE Show details 8 Are pre-trained text representations useful for multilingual and multi-dimensional language proficiency modeling? ... Rama, Taraka; Vajjala, Sowmya. - : arXiv, 2021 BASE Show details 9 Universal Dependencies 2.7 Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2020 BASE Show details 10 Universal Dependencies 2.6 Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2020 BASE Show details 11 Are You Being Rhetorical? An Open Corpus of Machine Annotated Rhetorical Moves Knight, Simon; Abel, Sophie; Shibani, Antonette... In: English Publications (2020) BASE Show details 12 Linguistic Metrics for Patent Disclosure: Evidence from University versus Corporate Patents Kong, Nancy; Vajjala, Sowmya; Dulleck, Uwe. - : Munich: Center for Economic Studies and Ifo Institute (CESifo), 2020 BASE Show details 13 Universal Dependencies 2.5 Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2019 BASE Show details 14 Universal Dependencies 2.4 Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2019 BASE Show details 15 Universal Dependencies 2.2 Nivre, Joakim; Abrams, Mitchell; Agić, Željko... In: https://hal.archives-ouvertes.fr/hal-01930733 ; 2018 (2018) BASE Show details 16 Universal Dependencies 2.3 Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2018 BASE Show details 17 Universal Dependencies 2.2 Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2018 BASE Show details 18 Experiments with Universal CEFR Classification ... Vajjala, Sowmya; Rama, Taraka. - : arXiv, 2018 BASE Show details 19 Machine Learning and Applied Linguistics ... Vajjala, Sowmya. - : arXiv, 2018 BASE Show details 20 Experiments with Universal CEFR Classification Vajjala, Sowmya; Rama, Taraka In: English Conference Papers, Posters and Proceedings (2018) BASE Show details Page: 1 2

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