[PDF] Top 20 Arabic Corpora for Credibility Analysis

... of Arabic Tweet) henceforth, using multiple machine-learning algorithms such as Naive Bayes, SVM and J48 Decision Tree, however, we only report the results of the highest attaining algorithm in terms of Weighted ... See full document

... original Arabic and in translations; the Quranic Arabic Corpus is unique in also offering several layers of annotation, including part-of-speech tagging and morphological segmentation (Dukes and Habash, ... See full document

... learner corpora (LC) have highlighted the growing role they play in language teaching and ...Learner corpora can provide teachers, learners, second language acquisition researchers, lexicographers, language ... See full document

... historical analysis. How- ever, the orthography and morphology of the Arabic language pose several challenges for such ...writing Arabic, such as the usual omission of diacritics, introduce a high ... See full document

... The Arabic LM is trained on the same corpus that is used for acoustic ...training corpora used for the other languages contain fairly large amounts of mainly news and book texts and conceivably match the ... See full document

... of Arabic corpora annotation following the methodology in [7], focusing on several angles, such as the research corpora type, annotation process, and verification ...sentiment analysis were ... See full document

... to Arabic corpora, their number is constantly ...these Arabic corpora are searchable online and have their own analysis tools; other Arabic corpora are open source and can ... See full document

... of Arabic dialect text corpora in comparison with what is available for dialects of English and other languages, there is a need to create dialect text corpora for use in Arabic natural ... See full document

... In this paper we present the results of our par- ticipation to the MultiLing 2013 summarisation tasks. MultiLing 2013 was built upon the Text Analysis Conference (TAC) MultiLing Pilot task of 2011 (Giannakopoulos ... See full document

... their credibility and relevance to the ...tion credibility of a source by expertise and topical relevance of the source discussion ...on credibility. Credibility of tweet clusters: In ... See full document

... sentiment analysis require a corpus for training, testing and ...Such corpora are used by various kinds of classifiers [1] such as Naïve Bayes (NB), decision tree (DT), Support Vector Machines (SVM), ... See full document

... annotate corpora in context is a central step in developing morphological analyzers and taggers (Eskan- der et ...tian Arabic morphological analyzer (Habash et ...Colloquial Arabic Lexicon (Kilany et ... See full document

... whitespace analysis [8], the constrained text line finding [9], Docstrum [10], and the Voronoi-diagram based approach [11] have been evaluated in Kumar et ...in Arabic but, there is a huge difference in ... See full document

... We use a non-final, pre-release version of six man- ually annotated Egyptian Arabic corpora devel- oped by the LDC, and labeled as “ARZ”, parts one through six. The published versions of these cor- pora ... See full document

... One major problem associated with Arabic text classification the lack of standardized digital Arabic texts. Such works can be used as key data sets for researchers in related fields to compare the results. ... See full document

... Methodology proposed by Kouloumpis et.al. [11] The author investigated the utility of linguistic features for detecting the sentiment of Twitter messages and evaluated the usefulness of existing lexical resources as well ... See full document

... the Arabic language is considered to be the explanatory dictionary "al- 'Ain" (8th century) by Halil ibn Ahmad (Nassar, ...the Arabic lexicographic tradition formation, modern monolingual ... See full document

... for Arabic natural language processing tasks produced mixed results so ...of Arabic workers available in Mechanical Turk was not satisfying enough for POS (Part Of Speech) tagging or grammatical case ...an ... See full document

... Most learner corpora (and spell correctors) are understandably focused on learner-written texts. Thus, they allow a greater understanding (and im- provement) of learners’ writing skills. However, another important ... See full document

... of Arabic corpora like the big one created by Alrabia [2], but we notice that there is no special corpus for Hadith, on the other hand, we have more than one corpus special for Quran[4] ,include Quran text ... See full document