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Tiered tagging and combined language models classifiers
We address the problem of morpho-syntactic disambiguation of arbitrary texts in a highly
inflectional natural language. We use a large tagset (615 tags), EAGLES and MULTEXT …
inflectional natural language. We use a large tagset (615 tags), EAGLES and MULTEXT …
Automatic diacritic restoration for resource-scarce languages
The orthography of many resource-scarce languages includes diacritically marked
characters. Falling outside the scope of the standard Latin encoding, these characters are …
characters. Falling outside the scope of the standard Latin encoding, these characters are …
Homograph disambiguation through selective diacritic restoration
Lexical ambiguity, a challenging phenomenon in all natural languages, is particularly
prevalent for languages with diacritics that tend to be omitted in writing, such as Arabic …
prevalent for languages with diacritics that tend to be omitted in writing, such as Arabic …
Diacritics restoration: Learning from letters versus learning from words
This paper presents a method for diacritics restoration based on learning mechanisms that
act at letter level. This technique is new to our knowledge, and we compare it with the well …
act at letter level. This technique is new to our knowledge, and we compare it with the well …
Restoring tone-marks in standard Yorùbá electronic text: improved model
Diacritic Restoration is a necessity in the processing of languages with Latinbased scripts
that utilizes letters outside the basic Latin alphabet used by English language. Yorùbá is one …
that utilizes letters outside the basic Latin alphabet used by English language. Yorùbá is one …
Statistical unicodification of African languages
Many languages in Africa are written using Latin-based scripts, but often with extra diacritics
(eg dots below in Igbo:\di,\do,\du) or modifications to the letters themselves (eg open vowels …
(eg dots below in Igbo:\di,\do,\du) or modifications to the letters themselves (eg open vowels …
Corpus-based diacritic restoration for south slavic languages
In computer-mediated communication, Latin-based scripts users often omit diacritics when
writing. Such text is typically easily understandable to humans but very difficult for …
writing. Such text is typically easily understandable to humans but very difficult for …
Diacritization as a machine translation and as a sequence labeling problem
In this paper we describe and compare two techniques for the automatic diacritization of
Arabic text: First, we treat diacritization as a monotone machine translation problem …
Arabic text: First, we treat diacritization as a monotone machine translation problem …
[PDF][PDF] DIAC+: A professional diacritics recovering system
In languages that use diacritical characters, if these special signs are stripped-off from a
word, the resulted string of characters may not exist in the language, and therefore its …
word, the resulted string of characters may not exist in the language, and therefore its …
Deep learning for automatic diacritics restoration in Romanian
In this paper we address the issue of automatic diacritics restoration (ADR) for Romanian
using deep learning strategies. We compare 6 separate architectures with various mixtures …
using deep learning strategies. We compare 6 separate architectures with various mixtures …