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Arabic Aspect-Based Sentiment Classification Using Seq2Seq Dialect Normalization and Transformers

https://doi.org/10.3390/knowledge2030022

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What this work says

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

inferredcites →https://doi.org/10.1002/cpe.6788openalex-snapshot

Translation system from Tunisian Dialect to Modern Standard Arabic

inferredcites →https://doi.org/10.1007/978-3-030-69717-4_39openalex-snapshot

Sentiment Analysis in Dialectal Arabic: A Systematic Review

inferredcites →https://doi.org/10.1007/978-3-319-67056-0_7openalex-snapshot

Developing a Transfer-Based System for Arabic Dialects Translation

inferredcites →https://doi.org/10.1007/978-3-319-99010-1_22openalex-snapshot

Pre-trained Word Embeddings for Arabic Aspect-Based Sentiment Analysis of Airline Tweets

inferredcites →https://doi.org/10.1007/s12559-021-09948-0openalex-snapshot

A Convolutional Stacked Bidirectional LSTM with a Multiplicative Attention Mechanism for Aspect Category and Sentiment Detection

inferredcites →https://doi.org/10.1007/s13042-018-0799-4openalex-snapshot

Using long short-term memory deep neural networks for aspect-based sentiment analysis of Arabic reviews

inferredcites →https://doi.org/10.1016/j.csl.2021.101224openalex-snapshot

Enhancing Arabic aspect-based sentiment analysis using deep learning models

inferredcites →https://doi.org/10.1016/j.future.2020.05.034openalex-snapshot

A review of sentiment analysis research in Arabic language

inferredcites →https://doi.org/10.1016/j.heliyon.2021.e06191openalex-snapshot

Preprocessing Arabic text on social media

inferredcites →https://doi.org/10.1016/j.jksuci.2021.08.030openalex-snapshot

Arabic aspect based sentiment analysis using bidirectional GRU based models

inferredcites →https://doi.org/10.1016/j.jocs.2017.11.006openalex-snapshot

Deep Recurrent neural network vs. support vector machine for aspect-based sentiment analysis of Arabic hotels’ reviews

inferredcites →https://doi.org/10.1016/j.knosys.2019.105010openalex-snapshot

Aspect-based sentiment analysis with gated alternate neural network

inferredcites →https://doi.org/10.1016/j.knosys.2021.107540openalex-snapshot

Gated recurrent unit with multilingual universal sentence encoder for Arabic aspect-based sentiment analysis

inferredcites →https://doi.org/10.1109/aeect.2015.7360595openalex-snapshot

Enhancing the determination of aspect categories and their polarities in Arabic reviews using lexicon-based approaches

inferredcites →https://doi.org/10.1109/ficloud.2015.62openalex-snapshot

Human Annotated Arabic Dataset of Book Reviews for Aspect Based Sentiment Analysis

inferredcites →https://doi.org/10.1109/iacs.2016.7476073openalex-snapshot

Framework for affective news analysis of Arabic news: 2014 Gaza attacks case study

inferredcites →https://doi.org/10.1109/iccceee49695.2021.9429568openalex-snapshot

BERT Multilingual and Capsule Network for Arabic Sentiment Analysis

inferredcites →https://doi.org/10.1109/icics49469.2020.239505openalex-snapshot

Neural Machine Translation from Jordanian Dialect to Modern Standard Arabic

inferredcites →https://doi.org/10.1142/s2196888821500044openalex-snapshot

Moroccan Data-Driven Spelling Normalization Using Character Neural Embedding

inferredcites →https://doi.org/10.1145/3395260.3395280openalex-snapshot

Target Embedding and Position Attention with LSTM for Aspect Based Sentiment Analysis

inferredcites →https://doi.org/10.1145/3501398openalex-snapshot

Investigating the Effect of Preprocessing Arabic Text on Offensive Language and Hate Speech Detection

inferredcites →https://doi.org/10.1609/aaai.v33i01.33016714openalex-snapshot

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction

inferredcites →https://doi.org/10.1609/icwsm.v13i01.3234openalex-snapshot

Adapting Sequence to Sequence Models for Text Normalization in Social Media

inferredcites →https://doi.org/10.18653/v1/2020.emnlp-demos.6openalex-snapshot

Transformers: State-of-the-Art Natural Language Processing

inferredcites →https://doi.org/10.18653/v1/2020.semeval-1.271openalex-snapshot

KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social Media

inferredcites →https://doi.org/10.18653/v1/d19-5505openalex-snapshot

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis

inferredcites →https://doi.org/10.18653/v1/p18-1234openalex-snapshot

Aspect Based Sentiment Analysis with Gated Convolutional Networks

inferredcites →https://doi.org/10.18653/v1/s16-1002openalex-snapshot

SemEval-2016 Task 5: Aspect Based Sentiment Analysis

inferredcites →https://doi.org/10.18653/v1/s16-1053openalex-snapshot

INSIGHT-1 at SemEval-2016 Task 5: Deep Learning for Multilingual Aspect-based Sentiment Analysis

inferredcites →https://doi.org/10.3390/app10134551openalex-snapshot

Text Normalization Using Encoder–Decoder Networks Based on the Causal Feature Extractor

inferredcites →https://doi.org/10.3390/electronics10111332openalex-snapshot

Social Media Toxicity Classification Using Deep Learning: Real-World Application UK Brexit

inferredcites →https://doi.org/10.3390/informatics8040069openalex-snapshot

Arabic Offensive and Hate Speech Detection Using a Cross-Corpora Multi-Task Learning Model

inferredcites →https://doi.org/10.3390/math10030447openalex-snapshot

Improving Crisis Events Detection Using DistilBERT with Hunger Games Search Algorithm

What points at this work

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

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Exploring Arabic Hotel Reviews: Sentiment Insights Through Deep Learning and BERT Transformers Models

inferred← citeshttps://doi.org/10.1007/978-3-031-86296-0_19openalex-snapshot

Event Detection and Analysis from Social Media Data Using N-gram and Distil-BERT Model

inferred← citeshttps://doi.org/10.1007/s00521-025-11032-9openalex-snapshot

An aspect-based sentiment analysis model for Arabic game reviews based on hybrid transformers models

inferred← citeshttps://doi.org/10.1007/s10115-023-01956-wopenalex-snapshot

Binarized spiking neural networks optimized with Nomadic People Optimization-based sentiment analysis for social product recommendation

inferred← citeshttps://doi.org/10.1007/s10579-024-09750-yopenalex-snapshot

Annotation and evaluation of a dialectal Arabic sentiment corpus against benchmark datasets using transformers

inferred← citeshttps://doi.org/10.1007/s10579-025-09878-5openalex-snapshot

Enhancing sentiment analysis of moroccan dialect through transformer-based language models architectures and active learning strategies

inferred← citeshttps://doi.org/10.1007/s13369-022-07466-1openalex-snapshot

A Modified Binary Rat Swarm Optimization Algorithm for Feature Selection in Arabic Sentiment Analysis

inferred← citeshttps://doi.org/10.1007/s44443-026-00703-9openalex-snapshot

Enhancing dialectal Arabic aspect based sentiment analysis through a novel Algerian dialect telecommunication dataset using a unified end-to-end approach

inferred← citeshttps://doi.org/10.1016/j.csl.2024.101683openalex-snapshot

Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis

inferred← citeshttps://doi.org/10.1016/j.ipm.2026.105183openalex-snapshot

Integrating syntactic and semantic features for dual-task extraction in Arabic aspect-based sentiment analysis using graph convolutional networks

inferred← citeshttps://doi.org/10.1016/j.neucom.2024.128078openalex-snapshot

Linguistic feature fusion for Arabic fake news detection and named entity recognition using reinforcement learning and swarm optimization

inferred← citeshttps://doi.org/10.1016/j.techfore.2023.122546openalex-snapshot

A social media event detection framework based on transformers and swarm optimization for public notification of crises and emergency management

inferred← citeshttps://doi.org/10.1038/s41598-024-82111-5openalex-snapshot

Novel approach for Arabic fake news classification using embedding from large language features with CNN-LSTM ensemble model and explainable AI

inferred← citeshttps://doi.org/10.1038/s41598-025-22198-6openalex-snapshot

A Language model-based approach to sentiment classification of languages in central Asia

inferred← citeshttps://doi.org/10.1080/09540091.2023.2231171openalex-snapshot

Optimal feature selection and invasive weed tunicate swarm algorithm-based hierarchical attention network for text classification

inferred← citeshttps://doi.org/10.1109/access.2023.3342755openalex-snapshot

Enhancing Arabic Aspect-Based Sentiment Analysis Using End-to-End Model

inferred← citeshttps://doi.org/10.1109/access.2024.3392297openalex-snapshot

Improving Prediction of Arabic Fake News Using ELMO’s Features-Based Tri-Ensemble Model and LIME XAI

inferred← citeshttps://doi.org/10.1109/access.2025.3539263openalex-snapshot

A Survey of Deep Learning Techniques for Arabic Aspect-Based Sentiment Analysis

inferred← citeshttps://doi.org/10.1109/ic2ie60547.2023.10331232openalex-snapshot

Comparison of Transformer Based and Traditional Models on Sentiment Analysis on Social Media Datasets

inferred← citeshttps://doi.org/10.1109/sds60720.2024.00012openalex-snapshot

Sentiment Analysis of Arabic Tweets using ARABERT as a fine tuner and feature extractors

inferred← citeshttps://doi.org/10.1109/taffc.2024.3514862openalex-snapshot

EmoDialect: Leveraging Fuzzy Matching and Dialect-Emotion Mapping for Sentiment Analysis

inferred← citeshttps://doi.org/10.1109/wincom62286.2024.10657409openalex-snapshot

Arabic Aspect Category Detection Using Traditional Neural Networks and Arbert

inferred← citeshttps://doi.org/10.1145/3747290openalex-snapshot

A Survey on Dialect Arabic Processing and Analysis: Recent Advances and Future Trends

inferred← citeshttps://doi.org/10.1155/2022/6159650openalex-snapshot

Targeted Advertising in Social Media Platforms Using Hybrid Convolutional Learning Method besides Efficient Feature Weights

inferred← citeshttps://doi.org/10.2298/tsci2406037aopenalex-snapshot

Aspect-based sentiment analysis of open-ended responses in student course evaluation surveys

inferred← citeshttps://doi.org/10.32604/cmc.2023.037112openalex-snapshot

Multi-Task Learning Model with Data Augmentation for Arabic Aspect-Based Sentiment Analysis

inferred← citeshttps://doi.org/10.3390/ai7040147openalex-snapshot

A Short Review of Arabic Aspect-Based Sentiment Analysis: Methods, Challenges and Future Directions

inferred← citeshttps://doi.org/10.3390/analytics3040023openalex-snapshot

Electric Vehicle Sentiment Analysis Using Large Language Models

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/app13063482openalex-snapshot

Automated Arabic Long-Tweet Classification Using Transfer Learning with BERT

inferred← citeshttps://doi.org/10.3390/app14010354openalex-snapshot

Enhanced Chinese Domain Named Entity Recognition: An Approach with Lexicon Boundary and Frequency Weight Features

inferred← citeshttps://doi.org/10.3390/computers13040098openalex-snapshot

MTL-AraBERT: An Enhanced Multi-Task Learning Model for Arabic Aspect-Based Sentiment Analysis

inferred← citeshttps://doi.org/10.3390/computers14110497openalex-snapshot

Arabic Natural Language Processing (NLP): A Comprehensive Review of Challenges, Techniques, and Emerging Trends

inferred← citeshttps://doi.org/10.3390/info14050293openalex-snapshot

Semi-Supervised Model for Aspect Sentiment Detection

inferred← citeshttps://doi.org/10.3390/math11020258openalex-snapshot

A Hybrid Multitask Learning Framework with a Fire Hawk Optimizer for Arabic Fake News Detection

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