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Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages
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In: Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages ; https://hal.archives-ouvertes.fr/hal-00877096 ; Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages, Oct 2013, Seattle, Washington, United States. pp.146--182 (2013)
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62 |
LDC Arabic Treebanks and Associated Corpora: Data Divisions Manual ...
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Annotation Guidelines for Arabic Nominal Gender, Number, and Rationality ...
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LDC Arabic Treebanks and Associated Corpora: Data Divisions Manual ...
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Improved arabic-to-english statistical machine translation by reordering post-verbal subjects for word alignment
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Dialectal to Standard Arabic Paraphrasing to Improve Arabic-English Statistical Machine Translation
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Abstract:
This paper is interested in improving the quality of Arabic-English statistical machine translation (SMT) on highly dialectal Arabic text using morphological knowledge. We present a light-weight rule-based approach to producing Modern Standard Arabic (MSA) paraphrases of dialectal Arabic out-of-vocabulary words and low frequency words. Our approach extends an existing MSA analyzer with a small number of morphological clitics and transfer rules. The generated paraphrase lattices are input to a state-of-the-art phrase-based SMT system resulting in improved BLEU scores on a blind test set by 0.56 absolute BLEU (or 1.5% relative).
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Keyword:
Computer science
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URL: https://doi.org/10.7916/D8697BG2
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Conventional Orthography for Dialectal Arabic (CODA) Version 0.1 ““ July 2011
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Conventional Orthography for Dialectal Arabic (CODA) Version 0.1 ““ July 2011 ...
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77 |
Dialectal to Standard Arabic Paraphrasing to Improve Arabic-English Statistical Machine Translation ...
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Automatic Identification of Errors in Arabic Handwriting Recognition
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