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

Showing 761770 of 782 papers

TitleStatusHype
QTLeap WSD/NED Corpora: Semantic Annotation of Parallel Corpora in Six Languages0
Cross-lingual and Supervised Models for Morphosyntactic Annotation: a Comparison on Romanian0
Empirical Gaussian priors for cross-lingual transfer learning0
Multilingual Projection for Parsing Truly Low-Resource Languages0
Universal Dependencies for Croatian (that work for Serbian, too)0
Any-language frame-semantic parsing0
Density-Driven Cross-Lingual Transfer of Dependency Parsers0
Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel Data0
Inverted indexing for cross-lingual NLP0
Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora0
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Benchmark Results

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