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 276–300 of 782 papers

TitleStatusHype
A Multi-Modal Multilingual Benchmark for Document Image Classification—0
Improving Cross-Lingual Transfer through Subtree-Aware Word ReorderingCode0
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual TransferCode0
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing TechniquesCode0
To token or not to token: A Comparative Study of Text Representations for Cross-Lingual TransferCode0
Zero-shot Cross-lingual Transfer without Parallel Corpus—0
TRAM: Bridging Trust Regions and Sharpness Aware MinimizationCode0
Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge DistillationCode0
Self-Augmentation Improves Zero-Shot Cross-Lingual TransferCode0
Contextual Label Projection for Cross-Lingual Structured PredictionCode0
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding—0
Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies—0
Dual-view Curricular Optimal Transport for Cross-lingual Cross-modal Retrieval—0
Analysing Cross-Lingual Transfer in Low-Resourced African Named Entity RecognitionCode0
NaijaRC: A Multi-choice Reading Comprehension Dataset for Nigerian LanguagesCode0
MT4CrossOIE: Multi-stage Tuning for Cross-lingual Open Information ExtractionCode0
Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach—0
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language UnderstandingCode0
Enhancing Cross-lingual Transfer via Phonemic Transcription IntegrationCode0
Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition SystemsCode0
MSVD-Indonesian: A Benchmark for Multimodal Video-Text Tasks in IndonesianCode0
Soft Language Clustering for Multilingual Model Pre-training—0
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text ClassificationCode0
XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning RepresentationsCode0
Multilingual Clinical NER: Translation or 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