Event Extraction from Classical Arabic Texts

Abstract: Event extraction is one of the most useful and chal lenging Information Extraction (IE) tasks that can be used in

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

Yassine Benajiba2, Mona Diab2, and Paolo Rosso1 1Natural Language Engineering Laboratory, ELiRF, Uni versidad Politécnica Valencia, Spain

#Arabic natural language processing # classification # information extraction # named entity recognition

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

Semantic Similarity based Web Document Classification Using Support Vector Machine

Abstract: With the rapid growth of information on the World Wide Web (WWW), classification of web documents has become

#Document classification # text mining # SVM # latent semantic indexing

Impulse Noise Reduction for Texture Images Using Real Word Spelling Correction Algorithm and

1Faculty of Computer Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Iran 2Department of Computer Science and Engineering, Shiraz University, Shiraz, Iran

#Image noise reduction # local binary pattern # real word spelling correction # texture analysis

A Machine Learning System for Distinguishing Nominal and Verbal Arabic Sentences

structures than other languages. Thus, it is important to learn about the specialty and the structure of this language to deal

#Arabic language processing; natural language processing; inductive learning # ILA

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

Evaluation of Quran Recitation via OWL Ontology Based System

Eman Elsayed and Doaa Fathy

#Holy Quran # ontology # automatic speech recognition # feature extraction # Information retrieval system

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

A Deep Learning Approach for the Romanized Tunisian Dialect Identification

Jihene Younes1, Hadhemi Achour1, Emna Souissi2, and Ahmed Ferchichi1 1Université de Tunis, ISGT, Tunisia 2Université de Tunis, ENSIT, Tunisia

#Tunisian dialect # language identification # deep learning # BLSTM # CRF # natural language processing

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

A New Hybrid Improved Method for Measuring Concept Semantic Similarity in WordNet

Xiaogang Zhang, Shouqian Sun, and Kejun Zhang

#Information content # Semantic similarity # WordNet taxonomy # Hyponym

Generating Sequence Diagrams from Arabic User Requirements using MADA+TOKAN Tool

Nermeen Alami, Nabil Arman, and Faisal Khamayseh

#UML # automated software engineering # sequence diagram # Arabic user requirements

Extracting Word Synonyms from Text using Neural

Approaches

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

Syntactic Annotation in the I3rab Dependency Treebank

Dana Halabi1, Arafat Awajan1,3, and Ebaa Fayyoumi2 1Department of Computer Science, Princess Sumaya University for Technology, Jordan 2Department of Computer Science, Hashemite University, Jordan 3Information Technology College, Computer Science Department, Mutah University, Jordan

#Arabic language # dependency parsing # natural language processing # dependency structure # dependency relation # annotation rules

Text Summarization Technique for Punjabi Language Using Neural Networks

Arti Jain1, Anuja Arora1, Divakar Yadav2, Jorge Morato3, and Amanpreet Kaur1 1Department of Computer Science and Engineering, Jaypee Institute of Information Technology, India 2Department of Computer Science and Engineering, National Institute of Information Technology, India 3Department of Computer Science and Engineering, Universidad Carlos III de Madrid, Spain

#Extractive method # Indian languages corpora initiative # natural language processing # neural networks # Punjabi language # text summarization

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

Sentiment Analysis System using Hybrid Word Embeddings with Convolutional Recurrent Neural Network

Fahd Alotaibi,Vishal Gupta

#Analysis of sentiments #convolutional neural networks #part of speech tagging #natural language processing #word2Vec #GloVe #fastText #hybrid embedding #recurrent neural networks