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 201–250 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
Cross-Lingual Transfer with Target Language-Ready Task Adapters—0
Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model—0
Second Language Acquisition of Neural Language ModelsCode0
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
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
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
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
Meta-learning For Vision-and-language Cross-lingual Transfer—0
ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability AssessmentCode1
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African LanguagesCode1
Detecting and Mitigating Hallucinations in Multilingual SummarisationCode0
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language ModelsCode1
Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer—0
Translation and Fusion Improves Zero-shot Cross-lingual Information ExtractionCode0
Revisiting Acceptability JudgementsCode0
Revisiting Machine Translation for Cross-lingual Classification—0
Transfer-Free Data-Efficient Multilingual Slot Labeling—0
Machine-Created Universal Language for Cross-lingual TransferCode1
Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis—0
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning—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
Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots—0
Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast—0
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification—0
Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue GenerationCode0
A General-Purpose Multilingual Document EncoderCode0
CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages—0
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages—0
Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation SpaceCode0
Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based AlignmentCode0
Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized LanguagesCode0
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese—0
Romanization-based Large-scale Adaptation of Multilingual Language Models—0
Bridging the Language Gap: Knowledge Injected Multilingual Question Answering—0
ScandEval: A Benchmark for Scandinavian Natural Language ProcessingCode1
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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