Search Results for author: Khaled Shaalan

Found 9 papers, 1 papers with code

Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling

1 code implementation EACL 2021 Muhammad Khalifa, Muhammad Abdul-Mageed, Khaled Shaalan

We propose to self-train pre-trained language models in zero- and few-shot scenarios to improve performance on data-scarce varieties using only resources from data-rich ones.

Language Modelling NER +1

Extracting Synonyms from Bilingual Dictionaries

no code implementations EACL (GWC) 2021 Mustafa Jarrar, Eman Karajah, Muhammad Khalifa, Khaled Shaalan

We present our progress in developing a novel algorithm to extract synonyms from bilingual dictionaries.

Translation

Automatic Extraction and Evaluation of Arabic LFG Resources

no code implementations LREC 2012 Mohammed Attia, Khaled Shaalan, Lamia Tounsi, Josef van Genabith

We utilize this annotation to automatically acquire grammatical function (dependency) based subcategorization frames and paths linking long-distance dependencies (LDDs).

POS

Arabic Word Generation and Modelling for Spell Checking

no code implementations LREC 2012 Khaled Shaalan, Mohammed Attia, Pavel Pecina, Younes Samih, Josef van Genabith

Furthermore, from a large list of valid forms and invalid forms we create a character-based tri-gram language model to approximate knowledge about permissible character clusters in Arabic, creating a novel method for detecting spelling errors.

Language Modelling Morphological Analysis +1

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