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1
Text as data : computational methods of understanding written expression using SAS
Bawa, Gurpreet Singh; De Ville, Barry. - New York : Wiley, 2022
BLLDB
UB Frankfurt Linguistik
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2
An investigation of English-Irish machine translation and associated resources
Dowling, Meghan. - : Dublin City University. School of Computing, 2022. : Dublin City University. ADAPT, 2022
In: Dowling, Meghan orcid:0000-0003-1637-4923 (2022) An investigation of English-Irish machine translation and associated resources. PhD thesis, Dublin City University. (2022)
Abstract: As an official language in both Ireland and the European Union (EU), there is a high demand for English-Irish (EN-GA) translation in public administration. The difficulty that translators currently face in meeting this demand leads to the need for reliable domain-specific user-driven EN-GA machine translation (MT). This landscape provides a timely opportunity to address some research questions surrounding MT for the EN-GA language pair. To this end, we assess the corpora available for training data-driven MT systems, including publicly-available data, data collected through EU-supported data collection efforts and web-crawling, showing that though Irish is a low-resource language it is possible to increase the corpora available through concerted data collection efforts. We investigate how increased corpora affect domain-specific (public administration) statistical MT (SMT) and neural MT (NMT) systems using automatic metrics. The effect that different SMT and NMT parameters have on these automatic values is also explored, using sentence-level metrics to identify specific areas where output differs greatly between MT systems and providing a linguistic analysis of each. With EN-GA SMT and NMT automatic evaluation scores showing inconclusive results, we investigate the usefulness of EN-GA hybrid MT through the use of monolingual data as a source of artificial data creation via backtranslation. We evaluate these results using automatic metrics and linguistic analysis. Although results indicate that the addition of artificial data did not have a positive impact on EN-GA MT, repeated experiments involving Scottish Gaelic show that the method holds promise, given suitable conditions. Finally, given that the intended use-case of EN-GA MT is in the workflow of a professional translator, we conduct an in-depth human evaluation study for EN-GA SMT and NMT, providing a human-derived assessment of EN-GA MT quality and comparison of EN-GA SMT and NMT. We include a survey of translator opinions and recommendations surrounding EN-GA SMT and NMT as well as an analysis of data gathered through the post-editing of MT output. We compare these results to those generated automatically and provide recommendations for future work on EN-GA MT, in particular with regards to its use in a professional translation workflow within public administration.
Keyword: Artificial intelligence; Computational linguistics; Linguistics; Machine learning; Machine translating; Translating and interpreting
URL: http://doras.dcu.ie/26574/
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3
Eine agentenbasierte Architektur für Programmierung mit gesprochener Sprache ...
Weigelt, Sebastian. - : KIT Scientific Publishing, 2022
BASE
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4
The First Gospel, the Gospel of the Poor: A New Reconstruction of Q and Resolution of the Synoptic Problem based on Marcion's Early Luke ...
Bilby, Mark G.. - : Zenodo, 2022
BASE
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5
The First Gospel, the Gospel of the Poor: A New Reconstruction of Q and Resolution of the Synoptic Problem based on Marcion's Early Luke ...
Bilby, Mark G.. - : Zenodo, 2022
BASE
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6
Found speech and humans in the loop : Ways to gain insight into large quantities of speech
Fallgren, Per. - : KTH, Tal-kommunikation, 2022
BASE
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7
Hebrew Transformed: Machine Translation of Hebrew Using the Transformer Architecture
Crater, David T. - 2022
BASE
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8
Eine agentenbasierte Architektur für Programmierung mit gesprochener Sprache
Weigelt, Sebastian. - : KIT Scientific Publishing, Karlsruhe, 2022
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9
CorpusExplorer ; Eine Software zur korpuspragmatischen Analyse
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10
Sentence comprehension as a cognitive process : a computational approach
Vasishth, Shravan [Verfasser]; Engelmann, Felix [Verfasser]. - Cambridge : Cambridge University Press, 2021
Leibniz-Zentrum Allgemeine Sprachwissenschaft
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11
English machine reading comprehension: new approaches to answering multiple-choice questions
Dzendzik, Daria. - : Dublin City University. School of Computing, 2021. : Dublin City University. ADAPT, 2021
In: Dzendzik, Daria (2021) English machine reading comprehension: new approaches to answering multiple-choice questions. PhD thesis, Dublin City University. (2021)
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12
Proactive information retrieval
Sen, Procheta. - : Dublin City University. School of Computing, 2021. : Dublin City University. ADAPT, 2021
In: Sen, Procheta (2021) Proactive information retrieval. PhD thesis, Dublin City University. (2021)
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13
Universals of Linguistic Idiosyncrasy in Multilingual Computational Linguistics ; Universals of Linguistic Idiosyncrasy in Multilingual Computational Linguistics: Dagstuhl Seminar 21351
In: Universals of Linguistic Idiosyncrasy in Multilingual Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03507948 ; Universals of Linguistic Idiosyncrasy in Multilingual Computational Linguistics, Aug 2021, pp.89--138, 2021, 2192-5283. ⟨10.4230/DagRep.11.7.89⟩ ; https://gitlab.com/unlid/dagstuhl-seminar/-/wikis/home (2021)
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14
Type-logical investigations: proof-theoretic, computational and linguistic aspects of modern type-logical grammars
Moot, Richard. - : HAL CCSD, 2021
In: https://hal-lirmm.ccsd.cnrs.fr/tel-03452731 ; Computation and Language [cs.CL]. Université Montpellier, 2021 (2021)
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15
Weak supervision for learning discourse structure in multi-party dialogues ; Supervision distante pour l'apprentissage de structures discursives dans les conversations multi-locuteurs
Badene, Sonia. - : HAL CCSD, 2021
In: https://tel.archives-ouvertes.fr/tel-03622653 ; Artificial Intelligence [cs.AI]. Université Paul Sabatier - Toulouse III, 2021. English. ⟨NNT : 2021TOU30138⟩ (2021)
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16
Dialogue Modeling in a Dynamic Framework ; Modélisation dynamique des dialogues
Boritchev, Maria. - : HAL CCSD, 2021
In: https://hal.archives-ouvertes.fr/tel-03541628 ; Computation and Language [cs.CL]. Université de Lorraine; École doctorale IAEM Lorraine - Informatique, Automatique, Électronique - Électrotechnique, Mathématiques de Lorraine, 2021. English. ⟨NNT : 2021LORR0199⟩ (2021)
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17
CorpusExplorer ... : Eine Software zur korpuspragmatischen Analyse ...
Rüdiger, Jan Oliver. - : Universität Kassel, 2021
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18
Modelowanie percepcji transformacji politycznej. Podejście systemowe ...
Kasianiuk, Krzysztof. - : figshare, 2021
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19
Modelowanie percepcji transformacji politycznej. Podejście systemowe ...
Kasianiuk, Krzysztof. - : figshare, 2021
BASE
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20
Sources Matter: A Comparison of Fake News Datasets on Linguistic Feature Performance ...
Wang, Miaohan. - : University of Chicago, 2021
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