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2.01k
2.02k
Tasks
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Programming Language
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Evaluated datasets
stringclasses
22 values
1
pyarabic
https://github.com/linuxscout/pyarabic
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/pyarabic.ipynb
Yes
Free
Anonymous
unknown
0.6.14
A specific Arabic language library for Python, provides basic functions to manipulate Arabic letters and text, like detecting Arabic letters, Arabic letters groups and characteristics, remove diacritics etc.
nan
nan
2,010
Preprocessing
Classical, MSA, Dialectal
Package
CLI
Python
Zaid Alyafeai
nan
2
AraVec 3.0
https://github.com/bakrianoo/aravec
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Aravec_3_0.ipynb
Yes
Free
Anonymous
unknown
3
AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models. The first version of AraVec provides six different word embedding models built on top of three different Arabic content domains; Tweets and Wikipedia This paper describes the resources used for building the models, the employed data cleaning techniques, the carried out preprocessing step, as well as the details of the employed word embedding creation techniques.
AraVec: A set of Arabic Word Embedding Models for use in Arabic NLP
https://www.sciencedirect.com/science/article/pii/S1877050917321749
2,018
Embeddings
MSA, Dialectal
Plain Code
CLI
Python
Zaid Alyafeai
nan
3
tkseem
https://github.com/ARBML/tkseem
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/tkseem.ipynb
Yes
Free
Anonymous
MIT License
0.0.3
tkseem (تقسيم) is a tokenization library that encapsulates different approaches for tokenization and preprocessing of Arabic text.
EVALUATING VARIOUS TOKENIZERS FOR ARABIC TEXT CLASSIFICATION
https://arxiv.org/pdf/2106.07540.pdf
2,020
Tokenization
Classical, MSA, Dialectal , Multilingual
Package
CLI
Python
Zaid Alyafeai
16,88,2
4
Turjuman
https://github.com/UBC-NLP/turjuman
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Turjuman.ipynb
Yes
Free
Anonymous
Apache-2.0
1.0.5
Turjuman is a neural machine translation toolkit. It translates from 20 languages into Modern Standard Arabic (MSA). Turjuman is described in this paper: TURJUMAN: A Public Toolkit for Neural Arabic Machine Translation.
TURJUMAN: A Public Toolkit for Neural Arabic Machine Translation
https://arxiv.org/pdf/2206.03933.pdf
2,022
Translation
Classical, MSA, Dialectal , Multilingual
Package
CLI
Python
Zaid Alyafeai
49
5
AraT5
https://github.com/UBC-NLP/araT5
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/AraT5.ipynb
Yes
Free
Anonymous
unknown
nan
Text-to-Text Transformers for Arabic Language Generation
AraT5: Text-to-Text Transformers for Arabic Language Generation
https://arxiv.org/pdf/2109.12068.pdf
2,022
Machine Translation,Summarization,Generation,Paraphrasing,Transliteration
Classical, MSA, Dialectal , Multilingual
Plain Code
CLI
Python
Zaid Alyafeai
49,235,12,325,44,149,157,75,112,229,92,93,
6
Tashaphyne
https://github.com/linuxscout/tashaphyne
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Tashaphyne.ipynb
Yes
Free
Anonymous
GPL-2.0
0.3.6
Tashaphyne is an Arabic light stemmer and segmentor
nan
nan
2,012
Stemming, Segmentation, Normalization
Classical, MSA
Demo, Package
CLI
Python
Jezia Zakraoui
nan
7
Alyahmor
https://github.com/linuxscout/alyahmor/
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Alyahmor.ipynb
Yes
Free
Anonymous
GPL-2.0
0.1.5
Arabic flexionnal morphology generator
nan
nan
2,020
Morphological analysis, Morphological disambiguation
Classical, MSA
Package
CLI
Python
Jezia Zakraoui
nan
8
araugment
https://github.com/ashaheedq/araugment
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/araugment.ipynb
Yes
Free
Anonymous
MIT License
1.0.0
Augment Arabic data for deep learning tasks
nan
nan
2,021
Back Translation, Marcov Chains
Classical, MSA
Package
CLI
Python
Jezia Zakraoui
nan
9
Aaransia
https://github.com/3aransia/3aransia
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/aaransia.ipynb
Yes
Free
Anonymous
Apache-2.0
1.1
This tool can be used to transliterate languages and dialects.
nan
nan
2,020
Transliteration
Classical, MSA, Dialectal , Multilingual
Package, API
CLI, GUI
Python
Abderrahmane Issam
nan
10
CAMeL Tools
https://github.com/CAMeL-Lab/camel_tools
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/CAMeL_Tools.ipynb
Yes
Free
Anonymous
MIT License
1.4.1
CAMeL Tools is a suite of Arabic natural language processing tools
CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing
https://aclanthology.org/2020.lrec-1.868/
2,020
Tokenization, Stemming, Lemmatization, Part of Speech Tagging, Named Entity Recognition, Morphological analysis, Morphological disambiguation, Dialect Identification, Diacritization
Classical, MSA, Dialectal
Package, API
CLI
Python
Abderrahmane Issam
142, 85, 196, 46, 12, 313
11
AraBERTv2
https://github.com/aub-mind/araBERT#AraBERT
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/AraBERTv2.ipynb
Yes
Free
Anonymous
unknown
1.0.1
We identified an issue with AraBERTv1's wordpiece vocabulary. The issue came from punctuations and numbers that were still attached to words when we trained the wordpiece vocab. We now insert a space between numbers and characters and around punctuation characters.
AraBERT: Transformer-based Model for Arabic Language Understanding
https://aclanthology.org/2020.osact-1.2.pdf
2,020
Language Model
Classical, MSA, Dialectal , Multilingual
Package
CLI
Python
Zaid Alyafeai
13,85,589,16,2,104,75
12
AraGPTv2
https://github.com/aub-mind/araBERT#AraGPT2
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/AraGPTv2.ipynb
Yes
Free
Anonymous
unknown
1.0.1
Pre-Trained Transformer for Arabic Language Generation
ARAGPT2: Pre-Trained Transformer for Arabic Language Generation
https://aclanthology.org/2021.wanlp-1.21.pdf
2,021
Language Model
Classical, MSA, Dialectal , Multilingual
Package
CLI
Python
Zaid Alyafeai
93,75,119
13
palmyra
https://camel-lab.github.io/palmyra/viewtree.html
nan
Yes
Free
Anonymous
unknown
2.4
PALMYRA is a configurable platform independent graphical dependency tree visualization and editing software. PALMYRA has been designed with morphologically rich languages in mind, and thus has a number of features to support the complexities of these languages, especially for supporting easy change of morphological tokenization through edits, additions, deletions and splits/merges of words. It can also be used to annotate a multitude of linguistic features. PALMYRA uses an intuitive drag-and-drop metaphor for editing tree structures. Palmyra can be configured to be used with any dependency representation.
PALMYRA 2.0: A Configurable Multilingual Platform Independent Tool for Morphology and Syntax Annotation
https://aclanthology.org/2020.udw-1.19.pdf
2,020
Morphological analysis
Classical, MSA, Dialectal
Demo
GUI
Python
Zaid Alyafeai
nan
14
ADIDA
https://adida.abudhabi.nyu.edu/#/
nan
No
Free
Anonymous
unknown
nan
The system is able to distinguish amongst 25 cities (from Rabat to Muscat) in addition to Modern Standard Arabic. To use the demo enter text in Standard or Dialectal . The cities and regions that our system identifies will be lit up.
ADIDA: Automatic Dialect Identification for Arabic
https://aclanthology.org/N19-4002.pdf
2,019
Dialect Identification
Dialectal
Demo
GUI
Python
Zaid Alyafeai
12
15
farasapy
https://github.com/MagedSaeed/farasapy
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/farasapy.ipynb
Yes
Free
Anonymous
MIT License
nan
Farasa is an Arabic NLP toolkit serving the following tasks: Segmentation, Stemming, NER, PoS tagging and Diacritization.
Farasa: A Fast and Furious Segmenter for Arabic
https://aclanthology.org/N16-3003.pdf
2,016
Tokenization, Stemming, Diacritization, Part of Speech Tagging, Named Entity Recognition, Lemmatization
Classical, MSA, Dialectal
Demo, Package, API
CLI, GUI
Python
Zaid Alyafeai
nan
16
Mazajak
http://mazajak.inf.ed.ac.uk:8000
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Mazajak.ipynb
No
Free
Anonymous
MIT License
nan
Mazajak is an online system/analyzer for Arabic Sentiment Analysis.
Mazajak: An Online Arabic Sentiment Analyser
https://aclanthology.org/W19-4621.pdf
2,019
Sentiment Analyzer, Sentiment Analysis
MSA
Demo, API
GUI
Python
Saied Alshahrani
85, 196
17
GloVe-Arabic
https://github.com/tarekeldeeb/GloVe-Arabic
nan
Yes
Free
nan
Apache-2.0
nan
GloVe word embeddings for arabic
nan
nan
2,018
Morphological analysis, Language Model
Classical, MSA, Dialectal
Package, Plain Code
CLI
Python
Nour Fahmy
nan
18
Qalsadi
https://pypi.org/project/qalsadi/
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Qalsadi.ipynb
Yes
Free
Anonymous
GPL-2.0
0.4.5
Qalsadi is an Arabic Morphological Analyzer and lemmatizer for Python
nan
nan
2,012
Lemmatization, Morphological analysis
Classical, MSA
Package
CLI
Python
Jezia Zakraoui
nan
19
AraELECTRA
https://huggingface.co/aubmindlab/araelectra-base-generator
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/AraELECTRA.ipynb
Yes
Free
Anonymous
unknown
1.0.0
It's a pretrained ELECTRA model for Arabic and can be finetuned for multiple tasks.
ARAELECTRA: Pre-Training Text Discriminators for Arabic Language Understanding
https://arxiv.org/abs/2012.15516
2,021
Language Model
Classical, MSA, Dialectal
Package
CLI
Python
Abderrahmane Issam
93, 75, 589, 46
20
ADIDA
https://adida.abudhabi.nyu.edu/#/
nan
No
Free
Anonymous
CC BY 4.0
nan
Tool for fine grained Arabic dialect detection
Fine-Grained Arabic Dialect Identification
https://aclanthology.org/C18-1113.pdf
2,018
Morphological analysis, Language Model, Dialect Identification
MSA, Dialectal
unclear
GUI
nan
Nour Fahmy
12
21
Naftawayh
https://pypi.org/project/Naftawayh/
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Naftawayh.ipynb
Yes
Free
Anonymous
GPL-2.0
0.4
Arabic word tagging (word classification) into types (nouns, verbs, stopwords)
nan
nan
2,010
Word tagging
Classical, MSA
Package
CLI
Python
Jezia Zakraoui
nan
22
Stanza
https://stanfordnlp.github.io/stanza/index.html
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Stanza_Demo.ipynb
Yes
Free
Anonymous
Apache-2.0
1.4.2
Stanza is a Python natural language analysis package. It contains tools, which can be used in a pipeline, to convert a string containing human language text into lists of sentences and words, to generate base forms of those words, their parts of speech and morphological features, to give a syntactic structure dependency parse, and to recognize named entities. The toolkit is designed to be parallel among more than 70 languages, using the Universal Dependencies formalism.
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages.
https://arxiv.org/abs/2003.07082
2,020
Lemmatization, Part of Speech Tagging, Dependency Parsing, Named Entity Recognition
MSA, Multilingual
Demo, Package
CLI
Python
Emad A. Alghamdi
nan
23
ANLTK
https://github.com/Abdullah-AlAttar/anltk
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/ANLTK.ipynb
Yes
Free
Anonymous
unknown
1.0.0
ANLTK is a set of Arabic natural language processing tools. developed with focus on simplicity and performance
nan
nan
2,021
Transliteration, Preprocessing
Classical, MSA, Dialectal
Package
CLI
Python, C++
Jezia Zakraoui
nan
24
Shaheen
https://mt.qcri.org/api/
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Shaheen.ipynb
Yes
Free
Requires authentication
unknown
nan
Shaheen is a QCRI Machine Translation Systems
QCRI Machine Translation Systems for IWSLT 16
https://fdalvi.github.io/research/2016-12-IWSLT/paper.pdf
2,016
Machine Translation
MSA, Dialectal , Multilingual
Demo, API
GUI
Python, Javascript
Saied Alshahrani
49, 235
25
Maha
https://maha.readthedocs.io/en/stable/overview.html
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Maha.ipynb
Yes
Free
Anonymous
BSD
0.3.0
Maha is a text processing library specially developed to deal with Arabic text
nan
nan
2,021
Parser, Preprocessing
Classical, MSA
Package
CLI
Python
Jezia Zakraoui
nan
26
Tashkeel
https://rdi-tashkeel.com/en/home
nan
No
Paid
Anonymous
unknown
nan
Tashkeel is a text processing technology that uses an automatic diacritization engine to provide accurate diacritization for Arabic text.
nan
nan
2,022
Diacritization
MSA
Demo
GUI
nan
Saied Alshahrani
nan
27
NatiQ
https://tts.qcri.org/
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/NatiQ.ipynb
No
Free
Anonymous
unknown
nan
atiQ is end-to-end text-to-speech system for Arabic.
NatiQ: An End-to-end Text-to-Speech System for Arabic
https://arxiv.org/abs/2206.07373
2,022
Text to Speech
Classical, MSA, Dialectal
Demo, API
CLI, GUI
JavaScript, NodeJS, MongoDB
Jezia Zakraoui
31,32
28
Adida
https://adida.abudhabi.nyu.edu/#/
nan
No
Free
Anonymous
unknown
nan
A demo interface for MADAR dialect identification system
ADIDA: Automatic Dialect Identification for Arabic
https://aclanthology.org/N19-4002/
2,019
Dialect Identification
Classical, MSA, Dialectal
Demo
GUI
Python
Abderrahmane Issam
12
29
GloVe-Arabic
https://github.com/tarekeldeeb/GloVe-Arabic
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/GloVe_Arabic.ipynb
Yes
Free
Anonymous
Apache-2.0
1.2
GloVe: Global Vectors for Word Representation/Embeddings for Arabic
GloVe: Global Vectors for Word Representation
https://nlp.stanford.edu/pubs/glove.pdf
2,014
Morphological analysis, Dictionary, Language Model
Classical, MSA, Dialectal
Package, Plain Code
CLI
Python
Saied Alshahrani
167, 49, 370, 239, 29, 243
30
Dalila
https://github.com/NYUAD-Hackathon/dalila
nan
Yes
Free
Anonymous
unknown
nan
Dalila is a Chrome extension that utilizes cutting edge natural language processing (NLP) research to help learners of Arabic and Arabic dialects by providing dialectal word analysis and definitions.
DALILA: The Dialectal Linguistic Learning Assistant
https://aclanthology.org/L16-1175.pdf
2,016
Part of Speech Tagging, Diacritization
Classical, MSA, Dialectal
Extension
GUI
JavaScript
Zaid Alyafeai
nan
31
ALUE Benchmark
https://github.com/Alue-Benchmark/alue_baselines
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/ALUE_Benchmark.ipynb
Yes
Free
Anonymous
MIT License
nan
ALUE: an Arabic benchmark for multi-task learning, similar to the GLUE benchmark.
ALUE: Arabic Language Understanding Evaluation
https://aclanthology.org/2021.wanlp-1.18.pdf
2,019
Benchmark
Classical, MSA, Dialectal , Multilingual
API
CLI
Python
Saied Alshahrani
nan
32
MADAMIRA
https://camel.abudhabi.nyu.edu/madamira/
nan
No
Free
Anonymous
custom
2019-6
A system for morphological analysis and disambiguation of Arabic.
MADAMIRA: A Fast, Comprehensive Tool for Morphological Analysis and Disambiguation of Arabic
http://www.lrec-conf.org/proceedings/lrec2014/pdf/593_Paper.pdf
2,014
Tokenization, Stemming, Lemmatization, Part of Speech Tagging, Named Entity Recognition, Morphological analysis
MSA, Dialectal
Demo
GUI
Python, Java, Purl
Hamzah Luqman
475, 427
33
Seq2seq Diacritization
https://farasa.qcri.org/seq2seq_diacritization/
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Seq2seq_Diacritization.ipynb
No
Free
Requires authentication
unknown
nan
A unified character level sequence-to-sequence deep learning model that recovers both types of diacritics.
Highly Effective Arabic Diacritization using Sequence to Sequence Modeling
https://farasa.qcri.org/seq2seq_diacritization/
2,019
Diacritization
Classical, MSA
Demo, API
CLI, GUI
Java
Jezia Zakraoui
nan
34
Qutrub
https://qutrub.arabeyes.org/
nan
Yes
Free
Anonymous
unknown
1.2.4
Arabic verb conjugation tool
nan
nan
2,009
Part of Speech Tagging, Dependency Parsing, Morphological analysis
MSA
Demo, Plain Code
CLI, GUI
Python
Maraim Masoud
nan
35
Spell Check
https://farasa.qcri.org/spellcheck/
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Spell_Check.ipynb
Yes
Free
Requires authentication
unknown
nan
Arabic Spell Checker
nan
nan
2,020
Spell Checking
MSA
Demo, API
CLI, GUI
Java
Jezia Zakraoui
nan
36
DiaLex
https://colab.research.google.com/drive/154at3w8mTBX16nMu4czmtrEodmQ2oVNk?usp=sharing
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/DiaLex.ipynb
Yes
Free
Anonymous
unknown
nan
a benchmark for intrinsic evaluation of Dialectal word embeddings.
DiaLex: A Benchmark for Evaluating MultiDialectal Word Embeddings
https://aclanthology.org/2021.wanlp-1.2.pdf
2,021
Embeddings
Dialectal
Plain Code
CLI
Python
Zaid Alyafeai
211
37
MADAMIRA-Online Demo
https://camel.abudhabi.nyu.edu/madamira/
nan
No
Free
Anonymous
unknown
nan
A system for morphological analysis and disambiguation of Arabic that combines some of the best aspects of two previously commonly used systems for Arabic processing, MADA and AMIRA
MADAMIRA: A Fast, Comprehensive Tool for Morphological Analysis and Disambiguation of Arabic
http://www.lrec-conf.org/proceedings/lrec2014/pdf/593_Paper.pdf
2,014
Tokenization, Lemmatization, Part of Speech Tagging, Named Entity Recognition, Baes Phrases
Classical, Dialectal
Demo
GUI
HTML,JavaScript
Emad A. Alghamdi
nan
38
Tashaphyne
https://pypi.org/project/Tashaphyne/
nan
Yes
Free
Anonymous
GPL-2.0
0.3.6
Arabic light stemmer and segmentor. It mainly supports light stemming (removing prefixes and suffixes) and give all possible segmentations. It use a modified finite state Automaton which allow to generate all segmentations.
nan
nan
2,012
Stemming
MSA
Package, API
CLI
Python
Maraim Masoud
nan
39
Arapy
https://github.com/jordanking/arapy
nan
Yes
Free
Anonymous
unknown
nan
A library for Arabic text processing that contain multiple NLP tools.
nan
nan
2,015
Tokenization, Stemming, Lemmatization, Part of Speech Tagging, Dependency Parsing, Named Entity Recognition, Morphological analysis
MSA
Plain Code
CLI
Python
Maraim Masoud
nan
40
CALIMA Star Analyzer
https://calimastar.abudhabi.nyu.edu/analyzer/
nan
No
Free
Anonymous
unknown
nan
CALIMA Star is an Arabic morphological analyzer and generator. The analyzer mode determines all the possible out-of-context combinations of lemmas, morphological features, and diacritizations for undiacritized surface words.
An Arabic Morphological Analyzer and Generator with Copious Features
https://calimastar.abudhabi.nyu.edu/static/CalimaStar.pdf
2,018
Morphological analysis
Classical, MSA, Dialectal
Demo
GUI
Python
Abderrahmane Issam
313
41
Farspeech
https://farspeech.qcri.org/
nan
No
Free
Anonymous
unknown
1
It features modern web technologies to capture live audio, transcribes Arabic audio, NLP processes the transcripts, and identifies the dialect of the speaker.
FarSpeech: Arabic Natural Language Processing for Live Arabic Speech
https://lt4all.elra.info/proceedings/lt4all2019/pdf/2019.lt4all-1.11.pdf
2,019
Tokenization, Part of Speech Tagging, Named Entity Recognition, Dialect speech recognition
Dialectal
Demo
GUI
nan
Hamzah Luqman
nan
42
NER
https://farasa.qcri.org/NER/
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/NER.ipynb
No
Free
Requires authentication
unknown
nan
Named entity recognition
nan
nan
2,020
Named Entity Recognition
Classical, MSA
Demo, API, Plain Code
CLI, GUI
Java
Jezia Zakraoui
nan
43
CALIMA-GLF
https://camel.abudhabi.nyu.edu/gumar/?page=table_gulf_verbs&lang=en
nan
No
Free
Requires authentication
unknown
nan
CALIMA-GLF: A Morphological Analyzer for Gulf Arabic Verbs
Salam Khalifa, Sara Hassan, and Nizar Habash: A Morphological Analyzer for Gulf Arabic Verbs. In Proceedings of the Workshop of Arabic NLP (WANLP) 2017 (co-located with EACL 2017), Valencia, Spain, 2017.
nan
2,017
Morphological analysis
Dialectal
Demo
CLI, GUI
nan
Maraim Masoud
nan
44
klaam
https://github.com/ARBML/klaam
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/klaam.ipynb
Yes
Free
Anonymous
MIT License
nan
Arabic speech recognition, classification and text-to-speech using many advanced models like wave2vec and fastspeech2.
nan
nan
2,021
Speech Recognition, Speech Classification, Text to Speech
Classical, MSA, Dialectal
Package
CLI
Python
Abderrahmane Issam
31, 33, 17, 91
45
AIDArabic
https://github.com/mhmgad/AIDArabic
nan
Yes
Free
Anonymous
unknown
nan
AIDArabic extends the existing AIDA system by additional components that allow the disambiguation of Arabic texts based on an automatically generated knowledge base distilled from Wikipediaز
AIDArabic A Named-Entity Disambiguation Framework for Arabic Text
https://aclanthology.org/W14-3626.pdf
2,014
Word Sense Disambiguation
MSA
Plain Code
CLI
Java
Hamzah Luqman
nan
46
AlKhalil-Lemmatizer
http://oujda-nlp-team.net/2022/04/27/alkhalil-lemmatizer/
nan
No
Free
Requires authentication
unknown
nan
Alkhalil Lemmatizer assigns to each word of an Arabic sentence, a single lemma taking into account the word context.
A hybrid approach for Arabic lemmatization
https://link.springer.com/article/10.1007/s10772-018-9528-3
2,019
Lemmatization
Classical, MSA, Dialectal
Package
CLI
Java
Abderrahmane Issam
nan
47
AlKhalil-Stemmer
http://oujda-nlp-team.net/2022/04/27/alkhalil-stemmer/
nan
No
Free
Requires authentication
unknown
nan
Efficient heavy/light stemmer developed based on the interaction between roots and patterns. The stemmer provides three different outputs: individual root, a stem, and a combination of stem/root.
Developing and performance evaluation of a new Arabic heavy/light stemmer
https://dl.acm.org/doi/10.1145/3090354.3090371
2,017
Stemming
Classical, MSA
Package
CLI
Java
Abderrahmane Issam
343, 373
48
ArbEngVec
https://github.com/Raki22/ArbEngVec
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/ArbEngVec.ipynb
Yes
Free
Anonymous
unknown
nan
ArbEngVec is an Arabic-English Cross-Lingual Word Embedding Model
ArbEngVec : Arabic-English Cross-Lingual Word Embedding Model
https://aclanthology.org/W19-4605.pdf
2,019
Word Sense Disambiguation, Language Model, Embeddings
Classical, MSA, Dialectal , Multilingual
Demo, API, Plain Code
CLI
Python
Saied Alshahrani
231, 159, 262, 118, 233, 49, 239, 235, 260, 238, 308
49
Python Arabic Reshaper
https://github.com/mpcabd/python-arabic-reshaper
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Python_Arabic_Reshaper.ipynb
Yes
Free
Anonymous
MIT License
2.1.4
Reconstruct Arabic sentences to be used in applications that don't support Arabic script.
nan
nan
2,019
Preprocessing
Classical, MSA, Dialectal
Package
CLI
Python
Zaid Alyafeai
nan
50
Assem's Arabic Stemmer
https://arabicstemmer.com/
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Assem's_Arabic_Stemmer.ipynb
Yes
Free
Anonymous
BSD
1.1.0
This is an algorithm for Arabic stemming written on Snowball framework language. If offers light stemming and text normalization.
nan
nan
2,016
Stemming
Classical, MSA, Dialectal
Demo, Plain Code
CLI, GUI
Python
Zaid Alyafeai
nan
51
mishkal
https://github.com/linuxscout/mishkal
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/mishkal.ipynb
Yes
Free
Anonymous
GPL-2.0
nan
Mishkal Arabic text vocalization software
Towards An Open Platform For Arabic Language Processing
https://www.researchgate.net/publication/342673690_Towards_An_Open_Platform_For_Arabic_Language_Processing
2,016
Diacritization
Classical, MSA, Dialectal
Package
CLI, GUI
Python
Zaid Alyafeai
nan
52
Arabic Tacotron TTS
https://github.com/youssefsharief/arabic-tacotron-tts
nan
Yes
Free
Anonymous
MIT License
nan
An implementation of Tacotron speech synthesis in TensorFlow for Arabic.
nan
nan
2,017
Text to Speech
MSA
Plain Code
CLI
Python
Zaid Alyafeai
nan
53
Pre-process Arabic Text
https://github.com/motazsaad/process-arabic-text
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Pre_process_Arabic_Text.ipynb
Yes
Free
Anonymous
LGPL-3.0
nan
Pre-process arabic text (remove diacritics, punctuations, and repeating characters)
nan
nan
2,016
Preprocessing
Classical, MSA, Dialectal
Plain Code
CLI
Python
Zaid Alyafeai
nan
54
English-to-arabic-transphonator
https://github.com/AMR-KELEG/English-to-arabic-transphonator
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/English_to_arabic_transphonator.ipynb
Yes
Free
Anonymous
GPL-2.0
nan
Transliterate English words into Arabic using phonemes
nan
nan
2,021
Transliteration
Classical, MSA
Package
CLI
Python
Jezia Zakraoui
nan
55
SOQAL
https://github.com/husseinmozannar/SOQAL
nan
Yes
Free
Anonymous
MIT License
nan
SOQL is a system for open domain question answering in Arabic
Neural Arabic Question Answering
https://arxiv.org/abs/1906.05394
2,020
Question answering
Classical, MSA
Demo, Package
GUI
Python, CSS, HTML
Jezia Zakraoui
75,229
56
Qutuf
https://github.com/Qutuf/Qutuf
nan
Yes
Free
Anonymous
unknown
2
An Arabic Morphological Analyzer (Including Stemming and Root Extraction) and Part-Of-Speech Tagger as an Expert System.
Arabic Morphological Analyzer (with Stemmer) and Part-Of-Speech Tagger. The Core of a Framework for Arabic Language Processing as an Expert System
https://www.academia.edu/8222523/Arabic_Morphological_Analyzer_with_Stemmer_and_Part-Of-Speech_Tagger._The_Core_of_a_Framework_for_Arabic_Language_Processing_as_an_Expert_System
2,017
Stemming, Part of Speech Tagging, Morphological analysis
MSA
Demo, API
CLI, GUI
Python
Zaid Alyafeai
nan
57
goarabic
https://github.com/01walid/goarabic
nan
Yes
Free
Anonymous
MIT License
0.0.1
A Go Lang package for dealing with Arabic text.
nan
nan
2,015
Preprocessing
Classical, MSA, Dialectal
Plain Code
CLI
Go
Zaid Alyafeai
nan
58
textblob-ar
https://github.com/adhaamehab/textblob-ar
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/textblob_ar.ipynb
Yes
Free
Anonymous
MIT License
0.0.1
Arabic language support for https://textblob.readthedocs.io/en/dev/
nan
nan
2,017
Tokenization, Part of Speech Tagging, Sentiment Analysis, Text Similarity, Spelling Correction
MSA
Plain Code
CLI
Python
Zaid Alyafeai
nan
59
Arabycia
https://github.com/mohabmes/Arabycia
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/Arabycia.ipynb
Yes
Free
Anonymous
unknown
nan
Arabic NLP tool Built using NLTK, Pyaramorph, and Sinai-corpus to perform: Tokenization ,Lemmatization, Segmentation,Transliteration,Reverse Transliteration,Sentence diacritization,Text Search,POS tagging,Translation,Find ambiguity
nan
nan
2,010
Tokenization, Lemmatization, Part of Speech Tagging, Segmentation,Transliteration,Reverse Transliteration, Diacritization,Text Search,Translation,Find ambiguity
MSA
Plain Code
CLI
Java
Zaid Alyafeai
nan
60
shakkelha
https://github.com/AliOsm/shakkelha
nan
Yes
Free
Anonymous
MIT License
nan
Arabic Text Diacritization
Neural Arabic Text Diacritization: State of the Art Results and a Novel Approach for Machine Translation
https://aclanthology.org/D19-5229.pdf
2,019
Diacritization
Classical, MSA
Plain Code
CLI
Python
Zaid Alyafeai
29
61
ar-embeddings
https://github.com/iamaziz/ar-embeddings
nan
Yes
Free
Anonymous
unknown
nan
Sentiment Analysis for Arabic Text (tweets, reviews, and standard Arabic) using word2vec
Word Embeddings for Arabic Sentiment Analysis
https://ieeexplore.ieee.org/abstract/document/7841054
2,016
Sentiment analysis, Word embedding
Classical, MSA
Package
CLI
Python
Jezia Zakraoui
nan
62
AlKhalil-RootExtractor
http://oujda-nlp-team.net/2022/04/27/alkhalil-rootextractor/
nan
No
Free
Requires authentication
unknown
nan
Alkhalil root extractor provides the root of each word of a given sentence.
Improving the Arabic root extraction by using the quadratic splines
https://ieeexplore.ieee.org/document/8354062/
2,018
Stemming
Classical, MSA
Package
CLI
Java
Abderrahmane Issam
nan
63
DziriBERT
https://huggingface.co/alger-ia/dziribert
https://colab.research.google.com/github/ARBML/adawat/blob/main/notebooks/dziribert.ipynb
Yes
Free
Anonymous
Apache-2.0
nan
A pretrained BERT model for the Algerian dialect
DziriBERT: a Pre-trained Language Model for the Algerian Dialect
https://arxiv.org/pdf/2109.12346.pdf
2,021
Language Model
Dialectal
Package
CLI
Python
Abderrahmane Issam
nan
64
Wojood
https://ontology.birzeit.edu/Wojood/
nan
No
Free
nan
unknown
1
Wojood consists of about 550K tokens (MSA and dialect) that are manually annotated with 21 entity types (e.g., person, organization, location, event, date, etc). It covers multiple domains and was annotated with nested entities. The corpus contains about 75K entities and 22.5% of which are nested. A nested Named Entity Recognition model based on BERT was trained (F1-score 88.4%).
Mustafa Jarrar, Mohammed Khalilia, Sana Ghanem: Wojood: Nested Arabic Named Entity Corpus and Recognition using BERT. In Proceedings of the International Conference on Language Resources and Evaluation (LREC 2022), Marseille, France. 2022
https://aclanthology.org/2022.lrec-1.387/
2,022
Named Entity Recognition
MSA
Demo
CLI, GUI
Python
Emad A. Alghamdi
237

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