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 201–225 of 782 papers

TitleStatusHype
Soft Language Clustering for Multilingual Model Pre-training—0
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text ClassificationCode0
Multilingual Clinical NER: Translation or Cross-lingual Transfer?—0
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning RepresentationsCode0
Zambezi Voice: A Multilingual Speech Corpus for Zambian LanguagesCode1
Second Language Acquisition of Neural Language ModelsCode0
Cross-Lingual Transfer with Target Language-Ready Task Adapters—0
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
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation—0
The Effects of Input Type and Pronunciation Dictionary Usage in Transfer Learning for Low-Resource Text-to-Speech—0
SLABERT Talk Pretty One Day: Modeling Second Language Acquisition with BERT—0
Pre-Trained Language-Meaning Models for Multilingual Parsing and GenerationCode0
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution—0
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint AveragingCode0
Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review—0
Revisiting non-English Text Simplification: A Unified Multilingual BenchmarkCode1
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
ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability AssessmentCode1
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African LanguagesCode1
Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer—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