A Topic-Specific Web Crawler using Deep Convolutional Networks

Saed ALqaraleh,Hatice Meltem Nergız Sırın

#CNN #natural language processing #text classification #topic specific crawler #focused crawler #web crawling

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

#

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

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

Development of a Hindi Named Entity Recognition System without Using Manually Annotated

Abstract: Machine learning based approach for Named Entity Recognition (NER) requires sufficient annotated corpus to

#Natural language processing # machine learning # named entity recognition # resource scarcity # language transfer # semi-supervised learning

Toward a New Arabic Question Answering System Imane Lahbari, Said El Alaoui, and Khalid Zidani

language. In this paper, we describe our question processing and document retrieval as two components of Arabic QAS. First,

#Natural language processing # Arabic question answering system # question classification # taxonomy # machine learning approach # SVM # decision-tree # naive bayes # POS tagging # query expansion # AWN

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

Opinion within Opinion: Segmentation Approach

Department of Computer Science and Engineering, University of Engineering and Technology, Pakistan

#Sentiment analysis # urdu natural language processing # social media mining # urdu discourse analysis

Rytis Maskeliunas and Vidas Raudonis

#Human computer interaction # information interfaces and representation # user interfaces # image processing and computer vision # natural language processing # a lgorithms and applications

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

Improving Classification Performance Using Genetic Programming to Evolve String Kernels

Ruba Sultan1, Hashem Tamimi1,2, and Yaqoub Ashhab2 1College of IT and Computer Engineering, Palestine Polytechnic University, Palestine 2Palestine-Korea Biotechnology Center, Palestine Polytechnic University, Palestine

#Support vector machine # string kernels # genetic programming # pattern recognition

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

Enriching Domain Concepts with Qualitative Attributes: A Text Mining based Approach

Niyati Kumari Behera and Guruvayur Suryanarayanan Mahalakshmi

#Information retrieval # text mining # qualitative attribute # adjectives # natural language processing

Conceptual Persian Text Summarizer: A New Model in Continuous Vector Space

Mohammad Ebrahim Khademi, Mohammad Fakhredanesh, and Seyed Mojtaba Hoseini

#Extractive Text Summarization # Unsupervised Learning # Language Independent Summarization # Continuous Vector Space # Word Embedding # Natural Language Processing

Extracting Word Synonyms from Text using Neural

Approaches

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

A New Approach to Automatically Find and Fix

Erroneous Labels in Dependency Parsing

#Natural language processing # dependency parsing # universal dependency # error detection # treebank consistency

GovdeTurk: A Novel Turkish Natural Language Processing Tool for Stemming, Morphological

Labelling and Verb Negation

#Natural language processing # stemming # morphological analysis # Turkish language

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