Cross-lingual AI

2 items

RESEARCHarXiv CS.CL·4/22/2026

Scripts Through Time: A Survey of the Evolving Role of Transliteration in NLP

This paper surveys the evolving role of transliteration in NLP, a technique crucial for overcoming the "script barrier" in cross-lingual transfer. It presents a taxonomy of motivations and approaches for incorporating transliterations, analyzing their effectiveness and contextualizing their need in modern LLMs across various beneficial settings.

Cross-lingual AI language models LLMs NLP

RESEARCHarXiv CS.CL·12d ago

BioELX: Cross-lingual Biomedical Entity Linking via Alias-based Retrieval and LLM Ranking

BioELX is a two-stage cross-lingual biomedical entity linking framework that does not require task-specific annotated training corpora. It improves candidate retrieval using multilingual aliases from Wikidata and performs context-aware disambiguation with a pre-trained LLM ranker.

Cross-lingual AI Entity Linking NLP Biomedical AI