Nowadays I am working on sentiment analysis. I have started building my own dictionary to be used in extracting features from texts. The problem now is how to find a benchmark dataset in Arabic to be used in my research.
Please guide me...
Thanks
ASTD tweet dataset: http://www.mohamedaly.info/datasets/astd
book review LABR dataset: http://www.mohamedaly.info/datasets/labr
SemEval'17 datasets: http://alt.qcri.org/semeval2017/task4/index.php?id=data-and-tools
Dear Ali,
Attached article (arabic_sentiment.pdf) study the usage of neural networks for Arabic sentiment analysis.
The following address belongs to a "recurrent neural network toolbox" for Matlab and Python.
https://github.com/yabata/pyrenn
I hope they help you in your studies,
Best of luck,
SemEval 2017 has a nice small dataset: http://alt.qcri.org/semeval2017/task4/index.php?id=data-and-tools
1. ASTD: Mahmoud Nabil, Mohamed Aly and Amir F. Atiya. ASTD: Arabic
Sentiment Tweets Dataset. Proceedings of the 2015 Conference on
Empirical Methods in Natural Language Processing, pages 2515–2519,
Lisbon, Portugal, 17-21 September 2015.
2. AWATIF : Muhammad Abdul-Mageed and Mona Diab. AWATIF: A multi-genre corpus for Modern Standard Arabic subjectivity and sentiment
analysis. In Proceedings of LREC, Istanbul, Turkey. 2012.
3. Al-Smadi, M.; Qawasmeh, O.; Talafha, B.; Quwaider, M., "Human
Annotated Arabic Dataset of Book Reviews for Aspect Based
Sentiment Analysis," in Future Internet of Things and Cloud
(FiCloud), 2015 3rd International Conference on , vol., no., pp.726-
730, 24-26 Aug. 2015.
https://www.researchgate.net/post/Where_can_I_find_training_corpus_for_Arabic_sentiment_analysis
you can find benchmarked datasets published in www.oma-project.com
visit this link:
https://lionbridge.ai/datasets/best-arabic-datasets-for-machine-learning/
you can use the following datasets
EMILLE/CIIL corpus:
https://www.google.com/search?client=safari&rls=en&q=EMILLE/CIIL+corpus&ie=UTF-8&oe=UTF-8
Kaggle dataset: https://www.kaggle.com/mksaad/arabic-sentiment-twitter-corpus
UCI dataset: https://archive.ics.uci.edu/ml/datasets/Twitter+Data+set+for+Arabic+Sentiment+Analysis
You can find it here https://metatext.io/datasets
Dear all,
I am asking about Arabic Sentiment Analysis Dataset (ASAD). If you know where can I find it?
check the following link :
http://kaggle.com/
it is not on Kaggle. if you exactly, I will be glad Mohammed Salih Mahdi
dear Mohamed Yehia Dahab ,
I hope the following dataset will help you
https://archive.ics.uci.edu/ml/datasets/Twitter+Data+set+for+Arabic+Sentiment+Analysis
Yes, it is. But I think it may have more attributes such as dialect and neutral label.
My colleague Abdellah el Mekki created a list of existing Arabic sentiment analysis datasets.
Hope this help.
more datasets found in the sheet. Thank you Abdelkader El Mahdaouy
You are welcome Mohamed Yehia Dahab
look for msda datasets
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