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 461–470 of 782 papers

TitleStatusHype
Towards Lingua Franca Named Entity Recognition with BERT—0
Toxicity Classification in Ukrainian—0
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU—0
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU—0
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
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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