SOTAVerified

Cross-Lingual Transfer

Cross-lingual transfer refers to transfer learning using data and models available for one language for which ample such resources are available (e.g., English) to solve tasks in another, commonly more low-resource, language.

Papers

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Showing 401–410 of 782 papers

TitleStatusHype
Transfer-Free Data-Efficient Multilingual Slot Labeling—0
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection—0
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese—0
Transliteration for Cross-Lingual Morphological Inflection—0
On the Calibration of Multilingual Question Answering LLMs—0
Understanding Cross-Lingual Inconsistency in Large Language Models—0
Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent Neural Networks—0
Universal Dependencies for Croatian (that work for Serbian, too)—0
Universal dependencies for Uyghur—0
Universal Recurrent Neural Network Grammar—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM 2 (few-shot)Accuracy94.4—Unverified
2mT0-13BAccuracy84.45—Unverified
3RoBERTa Large (translate test)Accuracy76.05—Unverified
4BLOOMZAccuracy75.5—Unverified
5MAD-X BaseAccuracy60.94—Unverified
6mGPTAccuracy55.5—Unverified