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 2650 of 782 papers

TitleStatusHype
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code GeneratorsCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
Choosing Transfer Languages for Cross-Lingual LearningCode1
K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and SyllablesCode1
EENLP: Cross-lingual Eastern European NLP IndexCode1
Cross-Lingual Natural Language Generation via Pre-TrainingCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
Efficient Test Time Adapter Ensembling for Low-resource Language VarietiesCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous GraphCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
An Empirical Study of Pre-trained Transformers for Arabic Information ExtractionCode1
Enhancing Cross-lingual Transfer by Manifold MixupCode1
A cost-benefit analysis of cross-lingual transfer methodsCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue ModelingCode1
Finding Universal Grammatical Relations in Multilingual BERTCode1
Frustratingly Easy Label Projection for Cross-lingual TransferCode1
Gender Bias in Multilingual Embeddings and Cross-Lingual TransferCode1
An Empirical Study on Cross-X Transfer for Legal Judgment PredictionCode1
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter MergingCode1
Investigating Cultural Alignment of Large Language ModelsCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
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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