[PDF][PDF] Subjectivity and sentiment analysis of modern standard Arabic and Arabic microblogs

A Mourad, K Darwish - Proceedings of the 4th workshop on …, 2013 - aclanthology.org
Though much research has been conducted on Subjectivity and Sentiment Analysis (SSA)
during the last decade, little work has focused on Arabic. In this work, we focus on SSA for …

Arabizi detection and conversion to Arabic

K Darwish - arXiv preprint arXiv:1306.6755, 2013 - arxiv.org
Arabizi is Arabic text that is written using Latin characters. Arabizi is used to present both
Modern Standard Arabic (MSA) or Arabic dialects. It is commonly used in informal settings …

Arabic information retrieval

K Darwish, W Magdy - Foundations and Trends® in …, 2014 - nowpublishers.com
In the past several years, Arabic Information Retrieval (IR) has garnered significant attention.
The main research interests have focused on retrieval of formal language, mostly in the …

[PDF][PDF] Named entity recognition using cross-lingual resources: Arabic as an example

K Darwish - Proceedings of the 51st Annual Meeting of the …, 2013 - aclanthology.org
Some languages lack large knowledge bases and good discriminative features for Name
Entity Recognition (NER) that can generalize to previously unseen named entities. One such …

Arabic diacritization: Stats, rules, and hacks

K Darwish, H Mubarak, A Abdelali - Proceedings of the third …, 2017 - aclanthology.org
In this paper, we present a new and fast state-of-the-art Arabic diacritizer that guesses the
diacritics of words and then their case endings. We employ a Viterbi decoder at word-level …

Improved stance prediction in a user similarity feature space

K Darwish, W Magdy, T Zanouda - Proceedings of the 2017 IEEE/ACM …, 2017 - dl.acm.org
Predicting the stance of social media users on a topic can be challenging, particularly for
users who never express explicit stances. Earlier work has shown that using users' historical …

[PDF][PDF] Translating dialectal arabic to english

H Sajjad, K Darwish, Y Belinkov - … of the 51st Annual Meeting of …, 2013 - aclanthology.org
We present a dialectal Egyptian Arabic to English statistical machine translation system that
leverages dialectal to Modern Standard Arabic (MSA) adaptation. In contrast to previous …

Transliteration of Arabizi into Arabic script for Tunisian dialect

A Masmoudi, ME Khmekhem, M Khrouf… - ACM Transactions on …, 2019 - dl.acm.org
The evolution of information and communication technology has markedly influenced
communication between correspondents. This evolution has facilitated the transmission of …

[PDF][PDF] A statistical model for unsupervised and semi-supervised transliteration mining

H Sajjad, A Fraser, H Schmid - … of the 50th Annual Meeting of the …, 2012 - aclanthology.org
We propose a novel model to automatically extract transliteration pairs from parallel corpora.
Our model is efficient, language pair independent and mines transliteration pairs in a …

Machine transliteration and transliterated text retrieval: a survey

DK Prabhakar, S Pal - Sādhanā, 2018 - Springer
Users of the WWW across the globe are increasing rapidly. According to Internet live stats
there are more than 3 billion Internet users worldwide today and the number of non-English …