Author

Nada Ghneim

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#artificial intelligence Preprint Sep 2026

E-CONAN (Entailment, CONtradition And Neutral) Diagnostics Dataset Investigating Linguistic Phenomena in Arabic Natural Language Understanding

E-CONAN diagnostics dataset is introduced, a freely available dataset manually-annotated with coarse-grained and fine-grained categories based on the authors' proposed Arabic hierarchy, which helps NLU designers better understand their models by doing error analysis and in-depth investigation.

Khloud Al Jallad, Nada Ghneim, Ghaida Rebdawi · 0 citations

#artificial intelligence Open access Sep 2026

Entailment, CONtradition and Neutral (E-CONAN) Benchmarks: Arabic Textual Entailment and Natural Inference Datasets

Natural Language Inference (NLI) processes pairs of sentences to extract their semantic relations. NLI has been a hot research topic, integrated as a main component in other NLP applications, from morphological spelling correction tasks to higher-level tasks such as machine translation and information extraction. Despi...

Khloud Al Jallad, Nada Ghneim, Ghaida Rebdawi · IEEE Access · 0 citations