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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 4 Hits 1 – 20 of 77 1 Mention Flags (MF): Constraining Transformer-based Text Generators ... 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; ., Stephen; ., Mark. - : Underline Science Inc., 2021 BASE Show details 2 Agent-Based Modeling of the Evolution of Vowel Harmony Harrison, K. David; Dras, Mark; Kapicioglu, Berk In: North East Linguistics Society (2020) BASE Show details 3 VnCoreNLP: A Vietnamese Natural Language Processing Toolkit ... Vu, Thanh; Nguyen, Dat Quoc; Nguyen, Dai Quoc. - : arXiv, 2018 BASE Show details 4 Morphological features of the Irish universal dependency treebank Lynn, Teresa; Foster, Jennifer; Dras, Mark In: Lynn, Teresa, Foster, Jennifer orcid:0000-0002-7789-4853 and Dras, Mark (2017) Morphological features of the Irish universal dependency treebank. In: 15th International Workshop on Treebanks and Linguistic Theories (TLT15), 20-21 Jan 2017, Bloomington, IN, USA. (2017) BASE Show details 5 CoNLL 2017 Shared Task System Outputs Zeman, Daniel; Potthast, Martin; Straka, Milan. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2017 BASE Show details 6 Morphological features of the Irish Universal Dependency Treebank Lynn, Teresa; Foster, Jennifer; Dras, Mark. - : Germany : Rheinisch-Westfaelische Technische Hochschule Aachen, 2017 BASE Show details 7 Multilingual native language identification Malmasi, Shervin; Dras, Mark. - : Cambridge University Press, 2017 BASE Show details 8 From Word Segmentation to POS Tagging for Vietnamese ... Nguyen, Dat Quoc; Vu, Thanh; Nguyen, Dai Quoc. - : arXiv, 2017 BASE Show details 9 Modeling Language Change in Historical Corpora: The Case of Portuguese ... Zampieri, Marcos; Malmasi, Shervin; Dras, Mark. - : arXiv, 2016 BASE Show details 10 Location mention detection in tweets and microblogs Malmasi, Shervin; Dras, Mark. - : Singapore : Springer, 2016 BASE Show details 11 Arabic Dialect Identification using a Parallel Multidialectal Corpus Malmasi, Shervin; Refaee, Eshrag; Dras, Mark. - : Singapore : Springer, 2016 Abstract: We present a study on sentence-level Arabic Dialect Identification using the newly developed Multidialectal Parallel Corpus of Arabic (MPCA) – the first experiments on such data. Using a set of surface features based on characters and words, we conduct three experiments with a linear Support Vector Machine classifier and a meta-classifier using stacked generalization – a method not previously applied for this task. We first conduct a 6-way multi-dialect classification task in the first experiment, achieving 74% accuracy against a random baseline of 16.7% and demonstrating that meta-classifiers can large performance increases over single classifiers. The second experiment investigates pairwise binary dialect classification within the corpus, yielding results as high as 94%, but also highlighting poorer results between closely related dialects such as Palestinian and Jordanian (76%). Our final experiment conducts cross-corpus evaluation on the widely used Arabic Online Commentary (AOC) dataset and demonstrates that despite differing greatly in size and content, models trained with the MPCA generalize to the AOC, and vice versa. Using only 2, 000 sentences from the MPCA, we classify over 26 k sentences from the radically different AOC dataset with 74% accuracy. We also use this data to classify a new dataset of MSA and Egyptian Arabic tweets with 97% accuracy. We find that character n-g are a very informative feature for this task, in both within- and cross-corpus settings. Contrary to previous results, they outperform word n-grams in several experiments here. Several directions for future work are outlined. ; 19 page(s) URL: http://hdl.handle.net/1959.14/1058267 BASE Hide details 12 Automatic Language Identification for Persian and Dari texts Malmasi, Shervin; Dras, Mark. - : Bali, Indonesia : Pacific Association for Computational Linguistics, 2015 BASE Show details 13 Large-scale Native Language Identification with cross-corpus evaluation Malmasi, Shervin; Dras, Mark. - : Red Hook, New York : The Association for Computational Linguistics, 2015 BASE Show details 14 Evaluating human pairwise preference judgments Dras, Mark. - : MIT Press, 2015 BASE Show details 15 Cognate identification using machine translation Malmasi, Shervin; Dras, Mark. - : Melbourne, Australia : Association for Computational Linguistics, 2015 BASE Show details 16 Language identification using classifier ensembles Malmasi, Shervin; Dras, Mark. - : Melbourne, Australia : Association for Computational Linguistics, 2015 BASE Show details 17 Oracle and human baselines for native language identification Malmasi, Shervin; Tetreault, Joel; Dras, Mark. - : Red Hook, New York : The Association for Computational Linguistics, 2015 BASE Show details 18 Cross-lingual transfer parsing for low-resourced languages: an Irish case study Dras, Mark; Lynn, Teresa; Foster, Jennifer... In: Lynn, Teresa, Foster, Jennifer orcid:0000-0002-7789-4853 , Dras, Mark orcid:0000-0001-9908-7182 and Tounsi, Lamia (2014) Cross-lingual transfer parsing for low-resourced languages: an Irish case study. In: First Celtic Language Technology Workshop, 23 Aug 2014, Dublin, Ireland. (2014) BASE Show details 19 Chinese Native Language Identification Malmasi, Shervin; Dras, Mark. - : Stroudsburg, PA, USA : Association for Computational Linguistics, 2014 BASE Show details 20 Arabic Native Language Identification Malmasi, Shervin; Dras, Mark. - : Stroudsburg, PA, USA : Association for Computational Linguistics, 2014 BASE Show details Page: 1 2 3 4

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