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Multitasking Learning Model Based on Hierarchical Attention Network for Arabic Sentiment Analysis Classification

https://doi.org/10.3390/electronics11081193

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Arabic Tweets Sentimental Analysis Using Machine Learning

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Evaluation and Enrichment of Arabic Sentiment Analysis

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Hotel Arabic-Reviews Dataset Construction for Sentiment Analysis Applications

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Hybrid Deep Learning for Sentiment Polarity Determination of Arabic Microblogs

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Multi-layers Convolutional Neural Network for Twitter Sentiment Ordinal Scale Classification

inferredcites →https://doi.org/10.1007/978-3-319-73500-9_11openalex-snapshot

Empirical Evaluation of Word Representations on Arabic Sentiment Analysis

inferredcites →https://doi.org/10.1007/s13278-017-0474-xopenalex-snapshot

Successes and challenges of Arabic sentiment analysis research: a literature review

inferredcites →https://doi.org/10.1016/j.asej.2017.04.007openalex-snapshot

Sentiment analysis in Arabic: A review of the literature

inferredcites →https://doi.org/10.1016/j.asoc.2020.106836openalex-snapshot

Deep learning for Arabic subjective sentiment analysis: Challenges and research opportunities

inferredcites →https://doi.org/10.1016/j.csl.2013.03.001openalex-snapshot

SAMAR: Subjectivity and sentiment analysis for Arabic social media

inferredcites →https://doi.org/10.1016/j.ipm.2016.06.006openalex-snapshot

Review on the advancements of disambiguation in semantic question answering system

inferredcites →https://doi.org/10.1016/j.ipm.2017.07.004openalex-snapshot

Modeling Arabic subjectivity and sentiment in lexical space

inferredcites →https://doi.org/10.1016/j.ipm.2017.08.003openalex-snapshot

Machine translation for Arabic dialects (survey)

inferredcites →https://doi.org/10.1016/j.ipm.2018.01.006openalex-snapshot

Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels’ reviews using morphological, syntactic and semantic features

inferredcites →https://doi.org/10.1016/j.jclepro.2019.01.012openalex-snapshot

Preference learning for eco-friendly hotels recommendation: A multi-criteria collaborative filtering approach

inferredcites →https://doi.org/10.1016/j.jksuci.2016.11.011openalex-snapshot

Semantic Sentiment Analysis in Arabic Social Media

inferredcites →https://doi.org/10.1016/j.patrec.2018.06.027openalex-snapshot

Multi-task learning using variational auto-encoder for sentiment classification

inferredcites →https://doi.org/10.1016/j.procs.2017.05.365openalex-snapshot

Using Word Embedding and Ensemble Learning for Highly Imbalanced Data Sentiment Analysis in Short Arabic Text

inferredcites →https://doi.org/10.1016/j.procs.2017.10.094openalex-snapshot

AraSenTi-Tweet: A Corpus for Arabic Sentiment Analysis of Saudi Tweets

inferredcites →https://doi.org/10.1016/j.procs.2018.10.458openalex-snapshot

Sentiment Analysis of Users on Social Networks: Overcoming the challenge of the Loose Usages of the Algerian Dialect

inferredcites →https://doi.org/10.1023/a:1007379606734openalex-snapshot

Multitask Learning

inferredcites →https://doi.org/10.1038/323533a0openalex-snapshot

Learning representations by back-propagating errors

inferredcites →https://doi.org/10.1109/access.2019.2929208openalex-snapshot

Narrow Convolutional Neural Network for Arabic Dialects Polarity Classification

inferredcites →https://doi.org/10.1109/access.2020.2989428openalex-snapshot

Multi-Task Learning Model Based on Multi-Scale CNN and LSTM for Sentiment Classification

inferredcites →https://doi.org/10.1109/access.2021.3059504openalex-snapshot

Systematic Literature Review of Dialectal Arabic: Identification and Detection

inferredcites →https://doi.org/10.1109/aiccsa.2016.7945800openalex-snapshot

BRAD 1.0: Book reviews in Arabic dataset

inferredcites →https://doi.org/10.1109/asar.2017.8067771openalex-snapshot

Arabic language sentiment analysis on health services

inferredcites →https://doi.org/10.1109/cvpr.2019.00197openalex-snapshot

End-To-End Multi-Task Learning With Attention

inferredcites →https://doi.org/10.1109/iacs.2015.7103228openalex-snapshot

Multi-way sentiment classification of Arabic reviews

inferredcites →https://doi.org/10.1109/isda.2009.230openalex-snapshot

Evaluation Measures for Ordinal Regression

inferredcites →https://doi.org/10.1109/jec-ecc.2018.8679558openalex-snapshot

Deep Convolutional Network for Arabic Sentiment Analysis

inferredcites →https://doi.org/10.1109/snams.2019.8931819openalex-snapshot

Hybrid CNNs-LSTM Deep Analyzer for Arabic Opinion Mining

inferredcites →https://doi.org/10.1109/tmm.2015.2477044openalex-snapshot

Describing Multimedia Content Using Attention-Based Encoder-Decoder Networks

inferredcites →https://doi.org/10.1145/2786984.2786995openalex-snapshot

Scikit-learn

inferredcites →https://doi.org/10.1145/3077136.3080702openalex-snapshot

Multitask Learning for Fine-Grained Twitter Sentiment Analysis

inferredcites →https://doi.org/10.1145/3086576openalex-snapshot

A Sentiment Treebank and Morphologically Enriched Recursive Deep Models for Effective Sentiment Analysis in Arabic

inferredcites →https://doi.org/10.1155/2018/7534712openalex-snapshot

A Neural Machine Translation Model for Arabic Dialects That Utilizes Multitask Learning (MTL)

inferredcites →https://doi.org/10.11591/ijece.v8i6.pp4352-4355openalex-snapshot

A Survey of Arabic Text Classification Models

inferredcites →https://doi.org/10.11591/ijict.v8i1.pp25-28openalex-snapshot

A survey of arabic text classification models

inferredcites →https://doi.org/10.1177/0165551514534143openalex-snapshot

A study of the effects of preprocessing strategies on sentiment analysis for Arabic text

inferredcites →https://doi.org/10.13053/rcs-110-1-5openalex-snapshot

A Proposed Lexicon-Based Sentiment Analysis Approach for the Vernacular Algerian Arabic

inferredcites →https://doi.org/10.14569/ijacsa.2014.050528openalex-snapshot

Opinion Mining and Analysis for Arabic Language

inferredcites →https://doi.org/10.14569/ijacsa.2016.070269openalex-snapshot

Hierarchical Classifiers for Multi-Way Sentiment Analysis of Arabic Reviews

inferredcites →https://doi.org/10.1561/9781601981516openalex-snapshot

Opinion Mining and Sentiment Analysis

inferredcites →https://doi.org/10.18517/ijaseit.6.6.1456openalex-snapshot

Comparison of Machine Learning Approaches on Arabic Twitter Sentiment Analysis

inferredcites →https://doi.org/10.18653/v1/d15-1299openalex-snapshot

ASTD: Arabic Sentiment Tweets Dataset

inferredcites →https://doi.org/10.18653/v1/n16-1174openalex-snapshot

Hierarchical Attention Networks for Document Classification

inferredcites →https://doi.org/10.18653/v1/s17-2088openalex-snapshot

SemEval-2017 Task 4: Sentiment Analysis in Twitter

inferredcites →https://doi.org/10.18653/v1/s17-2099openalex-snapshot

OMAM at SemEval-2017 Task 4: Evaluation of English State-of-the-Art Sentiment Analysis Models for Arabic and a New Topic-based Model

inferredcites →https://doi.org/10.18653/v1/s17-2110openalex-snapshot

Tw-StAR at SemEval-2017 Task 4: Sentiment Classification of Arabic Tweets

inferredcites →https://doi.org/10.18653/v1/s17-2115openalex-snapshot

SiTAKA at SemEval-2017 Task 4: Sentiment Analysis in Twitter Based on a Rich Set of Features

inferredcites →https://doi.org/10.18653/v1/s17-2121openalex-snapshot

ELiRF-UPV at SemEval-2017 Task 4: Sentiment Analysis using Deep Learning

inferredcites →https://doi.org/10.18653/v1/s17-2126openalex-snapshot

DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis

inferredcites →https://doi.org/10.18653/v1/s17-2130openalex-snapshot

INGEOTEC at SemEval 2017 Task 4: A B4MSA Ensemble based on Genetic Programming for Twitter Sentiment Analysis

inferredcites →https://doi.org/10.18653/v1/s17-2133openalex-snapshot

NileTMRG at SemEval-2017 Task 4: Arabic Sentiment Analysis

inferredcites →https://doi.org/10.18653/v1/w15-3202openalex-snapshot

Deep Learning Models for Sentiment Analysis in Arabic

inferredcites →https://doi.org/10.18653/v1/w17-1307openalex-snapshot

Sentiment Analysis of Tunisian Dialects: Linguistic Ressources and Experiments

inferredcites →https://doi.org/10.18653/v1/w17-1314openalex-snapshot

A Characterization Study of Arabic Twitter Data with a Benchmarking for State-of-the-Art Opinion Mining Models

inferredcites →https://doi.org/10.18653/v1/w19-4619openalex-snapshot

OSIAN: Open Source International Arabic News Corpus - Preparation and Integration into the CLARIN-infrastructure

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EMBEDDED LEARNING FOR LEVERAGING MULTI-ASPECT IN RATING PREDICTION OF PERSONALIZED RECOMMENDATION

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Self-adaptive Based Model for Ambiguity Resolution of The Linked Data Query for Big Data Analytics

inferredcites →https://doi.org/10.3115/v1/d14-1162openalex-snapshot

Glove: Global Vectors for Word Representation

inferredcites →https://doi.org/10.3115/v1/n15-1011openalex-snapshot

Effective Use of Word Order for Text Categorization with Convolutional Neural Networks

inferredcites →https://doi.org/10.3115/v1/w14-3623openalex-snapshot

A Large Scale Arabic Sentiment Lexicon for Arabic Opinion Mining

inferredcites →https://doi.org/10.3390/app8122502openalex-snapshot

A Multitask-Based Neural Machine Translation Model with Part-of-Speech Tags Integration for Arabic Dialects

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Lane Image Detection Based on Convolution Neural Network Multi-Task Learning

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An Effective Multi-Task Two-Stage Network with the Cross-Scale Training Strategy for Multi-Scale Image Super Resolution

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Mixing and Matching Emotion Frameworks: Investigating Cross-Framework Transfer Learning for Dutch Emotion Detection

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Human Action Recognition of Spatiotemporal Parameters for Skeleton Sequences Using MTLN Feature Learning Framework

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An Extreme Learning Machine Approach to Effective Energy Disaggregation

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Scene Recognition Based on Recurrent Memorized Attention Network

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Cross-Modal Learning Based on Semantic Correlation and Multi-Task Learning for Text-Video Retrieval

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Attention-Mechanism-Containing Neural Networks for High-Resolution Remote Sensing Image Classification

inferredcites →https://doi.org/10.3991/ijet.v14i24.12187openalex-snapshot

Sequence to Sequence Model Performance for Education Chatbot

inferredcites →https://doi.org/10.4230/lipics.cosit.2022.18openalex-snapshot

AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale

inferredcites →https://doi.org/10.48550/arxiv.1409.0473openalex-snapshot

Neural Machine Translation by Jointly Learning to Align and Translate

inferredcites →https://doi.org/10.48550/arxiv.2003.00104openalex-snapshot

AraBERT: Transformer-based Model for Arabic Language Understanding

inferredcites →https://doi.org/10.5281/zenodo.1099603openalex-snapshot

Survey On Arabic Sentiment Analysis In Twitter

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Moroccan Sentiment Classification Based on DarijaBERT and Stacking Deep Learning Model

inferred← citeshttps://doi.org/10.1007/978-3-031-97825-8_17openalex-snapshot

Opinions Mining on Sustainable Initiatives: Large Language Models as Tools for Measuring Customer Satisfaction

inferred← citeshttps://doi.org/10.1007/s11042-024-19965-4openalex-snapshot

Improving emotion classification in e-commerce customer review analysis using GPT and meta‑ensemble deep learning technique for multilingual system

inferred← citeshttps://doi.org/10.1016/j.dsm.2025.06.003openalex-snapshot

Multilingual opinion mining of imbalanced customer review datasets using GPT and ensemble hybrid deep learning model

inferred← citeshttps://doi.org/10.1016/j.engappai.2023.106999openalex-snapshot

Sentiment analysis of imbalanced datasets using BERT and ensemble stacking for deep learning

inferred← citeshttps://doi.org/10.1109/tbdata.2024.3366083openalex-snapshot

Natural Language Processing for Arabic Sentiment Analysis: A Systematic Literature Review

inferred← citeshttps://doi.org/10.1142/s0218348x25400079openalex-snapshot

HARNESSING CORPUS LINGUISTICS AND DATA-DRIVEN LEARNING APPROACH FOR ARABIC MULTI-CLASS DIALECT DETECTION AND CLASSIFICATION

inferred← citeshttps://doi.org/10.18653/v1/2022.wanlp-1.7openalex-snapshot

A Benchmark Study of Contrastive Learning for Arabic Social Meaning

inferred← citeshttps://doi.org/10.21512/commit.v20i1.13876openalex-snapshot

CNN-LSTM Architecture for Multi-Task Sentiment and Emotion Classification on Large-Scale Indonesian TikTok Application Reviews

inferred← citeshttps://doi.org/10.3390/app13042074openalex-snapshot

Innovative Forward Fusion Feature Selection Algorithm for Sentiment Analysis Using Supervised Classification

inferred← citeshttps://doi.org/10.3390/make8040100openalex-snapshot

Enhancing Arabic Multi-Task Sentiment Analysis Through Distillation and Adversarial Training

inferred← citeshttps://doi.org/10.3390/math11244960openalex-snapshot

Transformer Text Classification Model for Arabic Dialects That Utilizes Inductive Transfer

inferred← citeshttps://doi.org/10.3390/math12020242openalex-snapshot

Switch-Transformer Sentiment Analysis Model for Arabic Dialects That Utilizes a Mixture of Experts Mechanism

inferred← citeshttps://doi.org/10.3390/math12060865openalex-snapshot

Switching Self-Attention Text Classification Model with Innovative Reverse Positional Encoding for Right-to-Left Languages: A Focus on Arabic Dialects

inferred← citeshttps://doi.org/10.36769/asy.v25i1.424openalex-snapshot

ARABIC LANGUAGE LEARNING AT INSTITUTIONS FOR NON-ISLAMIC EDUCATION STUDY PROGRAMS

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