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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–325 of 782 papers

TitleStatusHype
Cross-Lingual Transfer with Target Language-Ready Task Adapters—0
Second Language Acquisition of Neural Language ModelsCode0
Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model—0
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual TransformersCode0
Distilling Efficient Language-Specific Models for Cross-Lingual TransferCode0
The Effects of Input Type and Pronunciation Dictionary Usage in Transfer Learning for Low-Resource Text-to-Speech—0
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation—0
Pre-Trained Language-Meaning Models for Multilingual Parsing and GenerationCode0
SLABERT Talk Pretty One Day: Modeling Second Language Acquisition with BERT—0
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution—0
Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review—0
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint AveragingCode0
Meta-learning For Vision-and-language Cross-lingual Transfer—0
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer—0
Cross-lingual QA: A Key to Unlocking In-context Cross-lingual Performance—0
Revisiting Acceptability JudgementsCode0
Detecting and Mitigating Hallucinations in Multilingual SummarisationCode0
Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer—0
Revisiting Machine Translation for Cross-lingual Classification—0
Translation and Fusion Improves Zero-shot Cross-lingual Information ExtractionCode0
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning—0
Transfer-Free Data-Efficient Multilingual Slot Labeling—0
Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis—0
Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual VerbalizerCode0
Is Translation Helpful? An Empirical Analysis of Cross-Lingual Transfer in Low-Resource Dialog Generation—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