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1
Multiword units in machine translation and translation technology
Mitkov, Ruslan; Monti, Johanna; Pastor, Gloria Corpas. - Amsterdam [u.a.] : Benjamins, 2018
Leibniz-Zentrum Allgemeine Sprachwissenschaft
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2
Grammatical theory : from transformational grammar to constraint-based approaches
Müller, Stefan. - Berlin : Language Science Press, 2018
Leibniz-Zentrum Allgemeine Sprachwissenschaft
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3
Language technologies for a multilingual Europe : TC3 III
Rehm, Georg; Sasaki, Felix; Stern, Daniel. - Berlin : Language Science Press, 2018
Leibniz-Zentrum Allgemeine Sprachwissenschaft
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4
FrameNet
Ruppenhofer, Josef (VerfasserIn); Boas, Hans C. (VerfasserIn)
In: Enthalten in: The Routledge handbook of lexicography (2018)
IDS Mannheim
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5
Formal grammar : theory and variation across English and Norwegian
Lohndal, Terje. - London : Routledge, 2018
BLLDB
UB Frankfurt Linguistik
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6
Rhetorik und Medizin
Hess-Lüttich, Ernest W. B. (Herausgeber). - Boston : De Gruyter, 2018
BLLDB
UB Frankfurt Linguistik
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7
Cyberformalism : the histories of linguistic forms in the digital archive
Shore, Daniel. - Baltimore, Maryland : Johns Hopkins University Press, 2018
BLLDB
UB Frankfurt Linguistik
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8
The unicode cookbook for linguists: managing writing systems using orthography profiles
Moran, Steven. - Berlin : Language Science Press, 2018
IDS Bibliografie zur deutschen Grammatik
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9
Digital Humanities: Perspektiven der Praxis
Bockwinkel, Peggy (Hrsg.); Nickel, Beatrice (Hrsg.); Viehhauser, Gabriel (Hrsg.). - Berlin : Frank & Timme, 2018
IDS Bibliografie zur deutschen Grammatik
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10
Frequency dictionary Georgian : KAT = K̕art̕uli enis sixširuli lek̕sikoni
Quasthoff, Uwe (Herausgeber); Fiedler, Sabine; Hallsteinsdóttir, Erla. - Leipzig : Leipziger Universitätsverlag, 2018
Institut für Empirische Sprachwissenschaft
UB Frankfurt Linguistik
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11
Informationsextraktion aus Wirtschaftsnachrichten über Unternehmenszusammenschlüsse mit lokalen Grammatiken
Stotz, Sophia Charlotte (VerfasserIn). - München : LINCOM GmbH, 2018
IDS Mannheim
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12
Modes of analysis : an autoergography of corpus linguistics from lexis to discourse
In: The corpus linguistics discourse. - Amsterdem : John Benjamins Publishing Company (2018), 35-75
BLLDB
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13
Learning translations via images with a massively multilingual image dataset
Callison-Burch, Chris; Wijaya, Derry; Kriz, Reno. - : Association for Computational Linguistics, 2018
BASE
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14
Losing Shahrazad: A Distant Reading of 1001 Nights
In: Senior Projects Spring 2018 (2018)
BASE
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15
Bangime: Secret Language, Language Isolate, or Language Island?
In: https://hal.archives-ouvertes.fr/hal-01867003 ; 2018 (2018)
BASE
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16
A database of German definitory contexts from selected web sources
In: 11th International Conference on Language Resources and Evaluation (LREC 2018) ; https://hal.archives-ouvertes.fr/hal-01798704 ; 11th International Conference on Language Resources and Evaluation (LREC 2018), May 2018, Miyazaki, Japan. pp.3068-3073 (2018)
BASE
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17
Deep interactive text prediction and quality estimation in translation interfaces
Hokamp, Christopher M.. - : Dublin City University. School of Computing, 2018
In: Hokamp, Christopher M. (2018) Deep interactive text prediction and quality estimation in translation interfaces. PhD thesis, Dublin City University. (2018)
BASE
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18
Machine translation evaluation resources and methods: a survey
In: Han, Lifeng orcid:0000-0002-3221-2185 (2018) Machine translation evaluation resources and methods: a survey. In: IPRC- Irish Postgraduate Research Conference, 8-9 Nov 2018, Dublin, Ireland. (2018)
BASE
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19
Semantic reranking of CRF label sequences for verbal multiword expression identification
In: Moreau, Erwan, Alsulaimani, Ashjan, Maldonado, Alfredo orcid:0000-0001-8426-5249 , Han, Lifeng, Vogel, Carl orcid:0000-0001-8928-8546 and Dutta Chowdhury, Koel (2018) Semantic reranking of CRF label sequences for verbal multiword expression identification. In: Markantonatou, Stella, Ramisch, Carlos orcid:0000-0001-7466-9039 , Savary, Agata and Vincze, Veronika orcid:0000-0002-9844-2194 , (eds.) Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop. Language Science Press, Berlin, pp. 177-207. ISBN 978-3-96110-124-5 (2018)
Abstract: Verbal multiword Expressions (VMWE) identification can be addressed successfully as a sequence labeling problem via conditional random fields (CRFs) by returning the one label sequence with maximal probability. This work describes a system that reranks the top 10 most likely CRF candidate VMWE sequences using a decision tree regression model. The reranker aims to operationalize the intuition that a non-compositional MWE can have a different distributional behavior than that of its constituent words. This is why it uses semantic features based on comparing the context vector of a candidate expression against those of its constituent words. However, not all VMWE are non-compositional, and analysis shows that non-semantic features also play an important role in the behavior of the reranker. In fact, the analysis shows that the combination of the sequential approach of the CRF component with the context-based approach of the reranker is the main factor of improvement: our reranker achieves a 12% macro-average F1-score improvement on the basic CRF method, as measured using data from PARSEME shared task on VMWE identification.
Keyword: Algorithms; Artificial intelligence; Computational linguistics; Computer engineering; conditional random fields; Language; Linguistics; Machine learning; Multiword Expression; MWE identification; semantic reranking
URL: http://doras.dcu.ie/24500/
BASE
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20
Unlocking cultural conceptualisation in indigenous language resources: collaborative computing methodologies
In: Dorn, Amelie, Wandl-Vogt, Eveline orcid:0000-0002-0802-0255 , Abgaz, Yalemisew orcid:0000-0002-3887-5342 , Benito Santos, Alejandro orcid:0000-0001-5317-6390 and Therón, Roberto orcid:0000-0001-6739-8875 (2018) Unlocking cultural conceptualisation in indigenous language resources: collaborative computing methodologies. In: 11th Language Resources and Evaluation Conference, 7-12 May 2018, Miyazaki, Japan. ISBN 979-10-95546-22-1 (2018)
BASE
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