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CORI: CJKV Benchmark with Romanization Integration -- A step towards Cross-lingual Transfer Beyond Textual Scripts
April 22, 2024, 4:42 a.m. | Hoang H. Nguyen, Chenwei Zhang, Ye Liu, Natalie Parde, Eugene Rohrbaugh, Philip S. Yu
cs.LG updates on arXiv.org arxiv.org
Abstract: Naively assuming English as a source language may hinder cross-lingual transfer for many languages by failing to consider the importance of language contact. Some languages are more well-connected than others, and target languages can benefit from transferring from closely related languages; for many languages, the set of closely related languages does not include English. In this work, we study the impact of source language for cross-lingual transfer, demonstrating the importance of selecting source languages that …
abstract arxiv benchmark benefit beyond cross-lingual cs.ai cs.cl cs.lg english hinder importance integration language languages scripts textual transfer type
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