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 176–200 of 782 papers

TitleStatusHype
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity LinkingCode0
Improving the Cross-Lingual Generalisation in Visual Question AnsweringCode0
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust TrainingCode0
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training AlignmentCode0
Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data SelectionCode0
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing TechniquesCode0
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language ModelsCode0
Improving Cross-Lingual Transfer through Subtree-Aware Word ReorderingCode0
Cross-lingual Transfer for Speech Processing using Acoustic Language SimilarityCode0
Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty EstimationCode0
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERTCode0
Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence LabelingCode0
Language Agnostic Multilingual Information Retrieval with Contrastive LearningCode0
Language-Aware Multilingual Machine Translation with Self-Supervised LearningCode0
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint AveragingCode0
Cross-Lingual Text Classification of Transliterated Hindi and MalayalamCode0
Fine-Grained Analysis of Cross-Linguistic Syntactic DivergencesCode0
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible ProjectionsCode0
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African LanguagesCode0
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic ModelingCode0
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic ParsingCode0
Few-shot News Recommendation via Cross-lingual TransferCode0
Cross-lingual Similarity of Multilingual Representations RevisitedCode0
Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition SystemsCode0
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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