Exploring the Performance of Farasa and CAMeL Taggers for Arabic Dialect Tweets

Aseel Alfaidi,Hajer Alwadei,Areej Alshutayri,Shahd Alahdal

#Dialect arabic tweets #POS #POS tagging #MSA tagger #farasa tagger #CAMeL tagger

Exploring the Potential of Schemes in Building NLP

LaTICE Laboratory, Faculty of Sciences of Monastir, Tunisia

#

#IR # stemming # prefix # infix # suffix # exception list s

# Natural Language Processing (NLP) # Arabic language # morphological analyzer # part-of-speech tagging # hybrid methods # multi-agent system

Constructing a Lexicon of Arabic-English Named

Faculty of Sciences of Monastir, University of Monastir, Tunisia

#NER # named entity translation # parallel Arabic-English lexicon # DBpedia # linked data entities # parallel corpus # SMT

A New Approach for Arabic Named Entity Recognition

Abstract: A Named Entity Recognition (NER) plays a noteworthy role in Natural Language Processing (NLP) research, since

#Arabic NE # machine learning # web document # information retrieval # information extraction

Building a Syntactic-Semantic Interface for aSemi- Automatically Generated TAG for Arabic

providing information about the correct structural representations of the sentences and their meaning. To date, there is not a

#TAG # meta-grammar # syntax-semantic interface # semantic frame # semantic role # Arabic language

Sentiment Analysis with Term Weighting and Word Vectors

Metin Bilgin1 and Haldun Köktaş2

#Word2vec # Doc2vec # sentiment analysis # machine learning # natural language processing

The Impact of Natural Language Preprocessing on Big Data Sentiment Analysis

Mariam Khader, Arafat Awajan, and Ghazi Al-Naymat

#Big data # natural language processing # MapReduce framework # Naïve Bayes and sentiment analysis

Enhanced Latent Semantic Indexing Using Cosine Similarity Measures for Medical Application

Fawaz Al-Anzi1 and Dia AbuZeina2 1Department of Computer Engineering, Kuwait University, Kuwait 2Computer Science Department, Palestine Polytechnic University, Palestine

#Arabic Text # Latent Semantic Indexing # Search Engine # Dimensionality Reduction # Text Classification

Extracting Word Synonyms from Text using Neural

Approaches

#Neural networks # semantic similarity # word representations # natural language processing

Semantic Similarity Analysis for Corpus Development and Paraphrase Detection in Arabic

Adnen Mahmoud1,2, and Mounir Zrigui1

#Arabic language processing # word2vec # part-of-speech annotation # paraphrasing # semantic analysis # recurrent convolutional neural networks

Performance Evaluation of Keyword Extraction Techniques and Stop Word Lists on Speech-To-

Text Corpus, Bello Kontagora Nuhu, Ibrahim Aliyu

#Keyword # natural language processing # RAKE # textrank # stoplist # speech recognition

New Language Models for Spelling Correction

Saida Laaroussi, Si Lhoussain Aouragh, Abdellah Yousfi, Mohamed Nejja, Hicham Geddah, Said Ouatik El Alaoui

#Spelling correction # contextual correction # n-gram language models # edit distance # NLP

Arabic Quran Verses Authentication Using Deep Learning and Word Embeddings

Zineb Touati-Hamad, Issam Bendib, Saqib Hakak

#Arabic text # Quranic verse # Authentication # NLP # Word Embeddings # Word2vec # DL # CNN # LSTM

TempTracker: A Service Oriented Temporal Natural Language Processing Based Tool for

Document Data Characterization and Social

#Natural language processing # entity recognition # sentiment analysis # social network analysis