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 1120 of 782 papers

TitleStatusHype
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Choosing Transfer Languages for Cross-Lingual LearningCode1
A cost-benefit analysis of cross-lingual transfer methodsCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
An Empirical Study of Pre-trained Transformers for Arabic Information ExtractionCode1
Cross-Lingual Natural Language Generation via Pre-TrainingCode1
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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