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 351–400 of 782 papers

TitleStatusHype
Phylogeny-Inspired Adaptation of Multilingual Models to New LanguagesCode0
Persian Natural Language Inference: A Meta-learning approachCode0
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval—0
Feature Aggregation in Zero-Shot Cross-Lingual Transfer Using Multilingual BERT—0
Enhancing Cross-lingual Transfer by Manifold MixupCode1
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood BankCode0
Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 LanguagesCode1
Machine Translation for Livonian: Catering to 20 Speakers—0
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
Cross-lingual Semantic Role Labelling with the ValPaL Database Knowledge—0
Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine TranslationCode1
Enhancing Cross-lingual Natural Language Inference by Prompt-learning from Cross-lingual TemplatesCode0
Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation—0
The Best of both Worlds: Dual Channel Language modeling for Hope Speech Detection in low-resourced Kannada—0
Cloze Evaluation for Deeper Understanding of Commonsense Stories in IndonesianCode0
Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual TransferCode0
IndicXNLI: Evaluating Multilingual Inference for Indian LanguagesCode1
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
Language Contamination Helps Explain the Cross-lingual Capabilities of English Pretrained Models—0
AfriWOZ: Corpus for Exploiting Cross-Lingual Transferability for Generation of Dialogues in Low-Resource, African Languages—0
mGPT: Few-Shot Learners Go MultilingualCode2
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot TransferCode0
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-TuningCode1
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State TrackingCode0
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical TextsCode1
Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning—0
Towards Best Practices for Training Multilingual Dense Retrieval Models—0
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual RetrievalCode0
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading ComprehensionCode1
Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and GenerationCode0
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language UnderstandingCode0
Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum LearningCode0
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument ExtractionCode1
Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related LanguagesCode0
Multi-Level Contrastive Learning for Cross-Lingual Alignment—0
A Survey of Multilingual Models for Automatic Speech Recognition—0
The Reality of Multi-Lingual Machine Translation—0
Oolong: Investigating What Makes Transfer Learning Hard with Controlled StudiesCode0
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual PromptCode1
Enhancing Cross-lingual Prompting with Dual Prompt AugmentationCode0
Frustratingly Simple Regularization to Improve Zero-shot Cross-lingual Robustness—0
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank—0
One Step Is Enough for Few-Shot Cross-Lingual Transfer: Co-Training with Gradient Optimization—0
Surprisingly Simple Adapter Ensembling for Zero-Shot Cross-Lingual Sequence Tagging—0
Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer—0
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog—0
Don’t Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings—0
When More is not Necessary Better: Multilingual Auxiliary Tasks for Zero-Shot Cross-Lingual Transfer of Hate Speech Detection Models—0
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer—0
Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification—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