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Helian Feng

2 accepted papers

2024

How Lexical is Bilingual Lexicon Induction?

NAACL 2024findings

In contemporary machine learning approaches to bilingual lexicon induction (BLI), a model learns a mapping between the embedding spaces of a language pair. Recently, retrieve-and-rank approach to BLI has achieved state of the art results on the task. However, the problem remains challenging in low-r…

Cited by 2SourcePDFScholar
2024

S2E: Towards an End-to-End Entity Resolution Solution from Acoustic Signal

ICASSP 2024accepted

Traditional cascading Entity Resolution (ER) pipeline suffers from propagated errors from upstream tasks. We address this issue by formulating a new end-to-end (E2E) ER problem, Signal-to-Entity (S2E), resolving query entity mentions to actionable entities in textual catalogs directly from audio que…

Cited by 0SourceScholar