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 571–580 of 782 papers

TitleStatusHype
Cross-Lingual Transfer of Semantic Roles: From Raw Text to Semantic Roles—0
Cross-lingual Transfer of Sentiment Classifiers—0
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity—0
Cross-lingual transfer parser from Hindi to Bengali using delexicalization and chunking—0
Cross-lingual Transfer Parsing for Low-Resourced Languages: An Irish Case Study—0
Cross-Lingual Transfer with MAML on Trees—0
Cross-Lingual Transfer with Target Language-Ready Task Adapters—0
Cross-lingual Word Sense Disambiguation for Predicate Labelling of French—0
Cross-Linguistic Transfer in Multilingual NLP: The Role of Language Families and Morphology—0
Multilingual Speech Translation with Efficient Finetuning of Pretrained 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