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89999 Information and Computing Sciences not elsewhere classified (10)
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Hits 1 – 10 of 10
1
ParaMor: Finding Paradigms across Morphology ...
Monson, Christian
;
Carbonell, Jaime G.
;
Lavie, Alon
;
Levin, Lorraine
. - : Figshare, 2018
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://figshare.com/articles/ParaMor_Finding_Paradigms_across_Morphology/6608282/1
https://dx.doi.org/10.1184/r1/6608282.v1
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2
ParaMor: Finding Paradigms across Morphology ...
Monson, Christian
;
Carbonell, Jaime G.
;
Lavie, Alon
. - : Figshare, 2018
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3
Anaphora Resolution: A Multi-Strategy Approach ...
Carbonell, Jaime G.
;
Brown, Ralf D
. - : Figshare, 2018
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4
Is There Natural Language after Data Bases? ...
Carbonell, Jaime G.
. - : Figshare, 2018
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5
Is There Natural Language after Data Bases? ...
Carbonell, Jaime G.
. - : Figshare, 2018
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6
Anaphora Resolution: A Multi-Strategy Approach ...
Carbonell, Jaime G.
;
Brown, Ralf D
. - : Figshare, 2018
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7
Automating Post-Editing To Improve MT Systems ...
Font-Llitjós, Ariadna
;
Carbonell, Jaime G.
. - : Figshare, 2018
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8
A Framework for Interactive and Automatic Refinement of Transfer-based Machine Translation ...
Font-Llitjós, Ariadna
;
Carbonell, Jaime G.
;
Lavie, Alon
. - : Figshare, 2018
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9
Automating Post-Editing To Improve MT Systems ...
Font-Llitjós, Ariadna
;
Carbonell, Jaime G.
. - : Figshare, 2018
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10
A Framework for Interactive and Automatic Refinement of Transfer-based Machine Translation ...
Font-Llitjós, Ariadna
;
Carbonell, Jaime G.
;
Lavie, Alon
. - : Figshare, 2018
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