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ParaMor: Finding Paradigms across Morphology ...
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ParaMor: Minimally-Supervised Induction of Paradigm Structure and Morphological Analysis ...
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ParaMor: Finding Paradigms across Morphology ...
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ParaMor: Finding Paradigms across Morphology ...
Abstract: Our algorithm, ParaMor, fared well in Morpho Challenge 2007 (Kurimo et al., 2007), a peer operated competition pitting against one another algorithms designed to discover the morphological structure of natural languages from nothing more than raw text. ParaMor constructs sets of affixes closely mimicking the paradigms of a language, and, with these structures in hand, annotates word forms with morpheme boundaries. Of the four language tracks in Morpho Challenge 2007, we entered ParaMor in English and German. Morpho Challenge 2007 evaluated systems on their precision, recall, and balanced F 1 at identifying morphological processes, whether those processes mark derivational morphology or inflectional features. In English, ParaMor’s balanced precision and recall outperform at F 1 an already sophisticated baseline induction algorithm, Morfessor (Creutz, 2006). ParaMor placed fourth in English overall. In German, ParaMor suffers from a low morpheme recall. But combining ParaMor’s analyses with analyses from ...
Keyword: 89999 Information and Computing Sciences not elsewhere classified; FOS Computer and information sciences
URL: https://dx.doi.org/10.1184/r1/6608282
https://figshare.com/articles/ParaMor_Finding_Paradigms_across_Morphology/6608282
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ParaMor: Finding Paradigms across Morphology ...
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Unsupervised Induction of Natural Language Morphology Inflection Classes ...
Monson, Christian; Lavie, Alon; Carbonell, Jaime G.. - : Carnegie Mellon University, 2009
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Unsupervised Induction of Natural Language Morphology Inflection Classes ...
Monson, Christian; Lavie, Alon; Carbonell, Jaime G.. - : Carnegie Mellon University, 2009
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8
Linguistic Structure and Bilingual Informants Help Induce Machine Translation of Lesser-Resourced Languages ...
Monson, Christian; Llitjós, Ariadna Font; Vamshi Ambati. - : Carnegie Mellon University, 2009
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Linguistic Structure and Bilingual Informants Help Induce Machine Translation of Lesser-Resourced Languages ...
Monson, Christian; Llitjós, Ariadna Font; Vamshi Ambati. - : Carnegie Mellon University, 2009
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10
Evaluating an Agglutinative Segmentation Model for ParaMor ...
Monson, Christian; Lavie, Alon; Carbonell, Jaime G.. - : Carnegie Mellon University, 2008
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11
Evaluating an Agglutinative Segmentation Model for ParaMor ...
Monson, Christian; Lavie, Alon; Carbonell, Jaime G.. - : Carnegie Mellon University, 2008
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12
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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13
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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14
Automatic Rule Learning for Resource-Limited MT ...
Carbonell, Jaime G.; Probst, Katharina; Peterson, Erik. - : Carnegie Mellon University, 2005
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15
Automatic Rule Learning for Resource-Limited MT ...
Carbonell, Jaime G.; Probst, Katharina; Peterson, Erik. - : Carnegie Mellon University, 2005
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16
Data Collection and Analysis of Mapudungun Morphology for Spelling Correction ...
Monson, Christian; Levin, Lorraine; Vega, Rodolfo M. - : Carnegie Mellon University, 2004
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17
Data Collection and Analysis of Mapudungun Morphology for Spelling Correction ...
Monson, Christian; Levin, Lorraine; Vega, Rodolfo M. - : Carnegie Mellon University, 2004
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18
Data Collection and Analysis of Mapudungun Morphology for Spelling Correction ...
Monson, Christian; Levin, Lori; Vega, Rodolfo. - : Carnegie Mellon University, 2004
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19
Data Collection and Analysis of Mapudungun Morphology for Spelling Correction ...
Monson, Christian; Levin, Lori; Vega, Rodolfo. - : Carnegie Mellon University, 2004
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20
Unsupervised Induction of Natural Language Morphology Inflection Classes ...
Monson, Christian; Lavie, Alon; Carbonell, Jaime G.. - : Carnegie Mellon University, 2004
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