SOTAVerified

Arabic Text Diacritization

Addition of diacritics for undiacritized arabic texts for words disambiguation.

Papers

Showing 113 of 13 papers

TitleStatusHype
CATT: Character-based Arabic Tashkeel TransformerCode2
Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic DiacritizationCode1
Multi-components System for Automatic Arabic DiacritizationCode1
Effective Deep Learning Models for Automatic Diacritization of Arabic TextCode1
CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language ProcessingCode1
Arabic Text Diacritization Using Deep Neural NetworksCode0
Neural Arabic Text Diacritization: State of the Art Results and a Novel Approach for Machine TranslationCode0
Farasa: A Fast and Furious Segmenter for Arabic0
Fine-Tashkeel: Finetuning Byte-Level Models for Accurate Arabic Text Diacritization0
LAMAD: A Linguistic Attentional Model for Arabic Text Diacritization0
A Layered Language Model based Hybrid Approach to Automatic Full Diacritization of Arabic0
Sadeed: Advancing Arabic Diacritization Through Small Language Model0
Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Deep Diacritization (D3)DER(%)58.31Unverified
2Farasa DiacritizationDER(%)17.83Unverified
3Multilevel DiacritizerDER(%)16.48Unverified
4AlkhalilDER(%)14.23Unverified
5SakhrDER(%)13.84Unverified
6ShakkalaDER(%)13.49Unverified
7Deep Diacritization (D2)DER(%)13.31Unverified
8Command R+DER(%)13.17Unverified
9CBHGDER(%)10.81Unverified
10GPT-4DER(%)9.52Unverified
#ModelMetricClaimedVerifiedStatus
1ShakkalaDiacritic Error Rate0.04Unverified
2MCDiacritic Error Rate0.03Unverified
3D2Diacritic Error Rate0.02Unverified
4D3 (D2 + decoder)Diacritic Error Rate0.02Unverified
5ShakkelhaDiacritic Error Rate0.02Unverified
6CBHG modelDiacritic Error Rate0.01Unverified