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1
ParaMor: Finding Paradigms across Morphology ...
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ParaMor: Minimally-Supervised Induction of Paradigm Structure and Morphological Analysis ...
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3
ParaMor: Finding Paradigms across Morphology ...
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4
Evaluating an Agglutinative Segmentation Model for ParaMor ...
Monson, Christian; Lavie, Alon; Carbonell, Jaime G.. - : Carnegie Mellon University, 2008
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Evaluating an Agglutinative Segmentation Model for ParaMor ...
Monson, Christian; Lavie, Alon; Carbonell, Jaime G.; Levin, Lori. - : Carnegie Mellon University, 2008
Abstract: This paper describes and evaluates a modification to the segmentation model used in the unsupervised morphology induction system, ParaMor. Our improved segmentation model permits multiple morpheme boundaries in a single word. To prepare ParaMor to effectively apply the new agglutinative segmentation model, two heuristics improve ParaMor’s precision. These precision-enhancing heuristics are adaptations of those used in other unsupervised morphology induction systems, including work by Hafer and Weiss (1974) and Goldsmith (2006). By reformulating the segmentation model used in ParaMor, we significantly improve ParaMor’s performance in all language tracks and in both the linguistic evaluation as well as in the task based information retrieval (IR) evaluation of the peer operated competition Morpho Challenge 2007. ParaMor’s improved morpheme recall in the linguistic evaluations of German, Finnish, and Turkish is higher than that of any system which competed in the Challenge. In the three languages of the IR ...
Keyword: 80399 Computer Software not elsewhere classified; FOS Computer and information sciences
URL: https://kilthub.cmu.edu/articles/Evaluating_an_Agglutinative_Segmentation_Model_for_ParaMor/6622136
https://dx.doi.org/10.1184/r1/6622136
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6
Linguistic Structure and Bilingual Informants to Induce Machine Translation of Lesser-Resourced Languages ...
Monson, Christian; Llitjós, Ariadna Font; Vamshi Ambati. - : Carnegie Mellon University, 2008
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7
Linguistic Structure and Bilingual Informants to Induce Machine Translation of Lesser-Resourced Languages ...
Monson, Christian; Llitjós, Ariadna Font; Vamshi Ambati. - : Carnegie Mellon University, 2008
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8
Data Collection and Analysis of Mapudungun Morphology for Spelling Correction ...
Monson, Christian; Levin, Lori; Vega, Rodolfo. - : Carnegie Mellon University, 2004
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9
Data Collection and Analysis of Mapudungun Morphology for Spelling Correction ...
Monson, Christian; Levin, Lori; Vega, Rodolfo. - : Carnegie Mellon University, 2004
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10
Unsupervised Induction of Natural Language Morphology Inflection Classes ...
Monson, Christian; Lavie, Alon; Carbonell, Jaime G.. - : Carnegie Mellon University, 2004
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11
Unsupervised Induction of Natural Language Morphology Inflection Classes ...
Monson, Christian; Lavie, Alon; Carbonell, Jaime G.. - : Carnegie Mellon University, 2004
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