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1
Lexical databases for computational analyses: A linguistic perspective
In: Proceedings of the Society for Computation in Linguistics (2020)
Abstract: Large typological databases have permitted new ways of studying cross-linguistic morphological variation. Recently, computational modelers with typological interests have begun to turn to broad multilingual text databases. In this paper, we will focus particularly on the UniMorph database, a collection of morphological paradigms, mostly gathered automatically from the crowd-sourced multi-lingual dictionary Wiktionary. It was designed to make the large quantity of data contained in Wiktionary available for NLP researchers by standardizing the data and putting it into a form that is easy to access. For typological studies, however, the requirements for a linguistically informed view of morphological variation are quite different. They involve using a morphological database as a scientific instrument to both formulate and test hypotheses about the nature and organization of language systems. The requirements are, accordingly, much higher. In this paper, we survey some of the methodological challenges and pitfalls involved in using corpora for typological research, and we end with a proposal for best practices and directions for further research.
Keyword: Computational Linguistics; corpora; Morphology; typology; UniMorph
URL: https://scholarworks.umass.edu/scil/vol3/iss1/29
https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1140&context=scil
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2
Abstractive morphological learning with a recurrent neural network [<Journal>]
Malouf, Robert [Verfasser]
DNB Subject Category Language
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3
Acoustic differences in morphologically-distinct homophones ...
Seyfarth, Scott; Garellek, Marc; Gillingham, Gwendolyn. - : Taylor & Francis, 2017
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4
Acoustic differences in morphologically-distinct homophones ...
Seyfarth, Scott; Garellek, Marc; Gillingham, Gwendolyn. - : Taylor & Francis, 2017
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5
Generating morphological paradigms with a recurrent neural network
In: Malouf, Robert. (2016). Generating morphological paradigms with a recurrent neural network. UC San Diego: Department of Linguistics, UCSD. Retrieved from: http://www.escholarship.org/uc/item/3v14z6fk (2016)
BASE
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6
Computational Lexical Analysis of the Language Commonly Used to Describe Gout
Lawrence Edwards, N.; Malouf, Robert; Perez‐Ruiz, Fernando. - : John Wiley and Sons Inc., 2016
BASE
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7
The No Blur Principle Effects as an Emergent Property of Language Systems
In: Ackerman, Farrell; & Malouf, Robert. (2015). The No Blur Principle Effects as an Emergent Property of Language Systems. Proceedings of the 41st Annual Meeting of the Berkeley Linguistics Society, 41(41), 1 - 14. doi:10.20354/B4414110014. Retrieved from: http://www.escholarship.org/uc/item/8xk6t5wq (2015)
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8
Implicative Organization Facilitates Morphological Learning
In: Seyfarth, Scott; Ackerman, Farrell; & Malouf, Robert. (2014). Implicative Organization Facilitates Morphological Learning. Proceedings of the 40th Annual Meeting of the Berkeley Linguistics Society, 40(40), 480 - 494. Retrieved from: http://www.escholarship.org/uc/item/3h7029kw (2014)
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9
Implicative organization facilitates morphological learning
In: Annual Meeting of the Berkeley Linguistics Society; BLS 40: General and Special Sessions; 480-494 ; 2377-1666 ; 0363-2946 (2014)
BASE
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10
Morphological organization: the low conditional entropy conjecture
In: Language. - Washington, DC : Linguistic Society of America 89 (2013) 3, 429-464
BLLDB
OLC Linguistik
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11
Parts and wholes : implicative patterns in inflectional paradigms
In: Analogy in grammar (Oxford, 2009), p. 54-82
MPI für Psycholinguistik
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12
Maximal consistent subsets
In: Computational linguistics. - Cambridge, Mass. : MIT Press 33 (2007) 2, 153-160
BLLDB
OLC Linguistik
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13
Computational Linguistics in the Netherlands 2001 : selected papers from the twelfth CLIN Meeting
Eijck, Jan van (Mitarb.); Guhe, Markus (Mitarb.); Schilder, Frank (Mitarb.). - Amsterdam [u.a.] : Rodopi, 2002
BLLDB
UB Frankfurt Linguistik
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14
Collaborative language engineering : a case study in efficient grammar-based processing
Kiefer, Bernd (Mitarb.); Flickinger, Dan (Hrsg.); Uszkoreit, Hans (Hrsg.). - Stanford, Calif. : CSLI Publ., 2002
BLLDB
UB Frankfurt Linguistik
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15
Satisfying Constraints on Extraction and Adjunction
In: Natural language & linguistic theory. - Dordrecht [u.a.] : Springer 19 (2001) 1, 1-66
OLC Linguistik
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16
Satisfying constraints on extraction and adjunction
In: Natural language & linguistic theory. - Dordrecht [u.a.] : Springer 19 (2001) 1, 1-65
BLLDB
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17
Computational Linguistics in the Netherlands 2000 : selected papers from the eleventh CLIN Meeting
Hoekstra, Heleen (Mitarb.); Swerts, Marc (Mitarb.); Daelemans, Walter (Hrsg.). - Amsterdam [u.a.] : Rodopi, 2001
BLLDB
UB Frankfurt Linguistik
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18
Mixed categories in the hierarchical lexicon
Malouf, Robert P.. - Stanford, Calif. : CSLI Publ., 2000
BLLDB
UB Frankfurt Linguistik
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19
Mixed categories in the hierarchical lexicon
Malouf, Robert P.. - Stanford, Calif. : CSLI Publications, 2000
IDS Mannheim
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20
Efficient processing with HSPG : methods, systems, evaluation
Flickinger, Dan (Hrsg.); Oepen, Stephan (Hrsg.); Tsujii, Jun-Ichi (Hrsg.)...
In: Natural language engineering. - Cambridge : Cambridge University Press 6 (2000) 1, 1-112
BLLDB
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