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Transformer-based coreference resolution modeling for Amharic text

Abstract Coreference resolution is the task of identifying all textual expressions that refer to the same real-world entity within a document. Coreference resolution is essential for several NLP applications, including machine translation, question answering, information extraction, summarization, a...

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Autore principale: Lingerew Bantie Asmare
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Portfolio 2026-06-01
Serie:Scientific Reports
Soggetti:
Amharic coreference resolution
Multilingual BERT
Low-resource NLP
Transformer
Mention-pair model
Word embeddings
Accesso online:https://doi.org/10.1038/s41598-026-46130-8
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