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
Few-shot News Recommendation via Cross-lingual TransferCode0
Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence LabelingCode0
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled UnfreezingCode0
Improving the Cross-Lingual Generalisation in Visual Question AnsweringCode0
Cloze Evaluation for Deeper Understanding of Commonsense Stories in IndonesianCode0
Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial DatasetsCode0
Cross-Lingual Text Classification of Transliterated Hindi and MalayalamCode0
Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation SpaceCode0
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible ProjectionsCode0
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African LanguagesCode0
Improving Cross-Lingual Transfer through Subtree-Aware Word ReorderingCode0
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust TrainingCode0
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word VectorsCode0
MECI: A Multilingual Dataset for Event Causality IdentificationCode0
Cross-lingual Similarity of Multilingual Representations RevisitedCode0
DaN+: Danish Nested Named Entities and Lexical NormalizationCode0
Bitext Mining Using Distilled Sentence Representations for Low-Resource LanguagesCode0
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood BankCode0
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
Cross-Lingual Retrieval Augmented Prompt for Low-Resource LanguagesCode0
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment ClassificationCode0
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual TransferCode0
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERTCode0
Contextual Label Projection for Cross-Lingual Structured PredictionCode0
Neural Cross-Lingual Transfer and Limited Annotated Data for Named Entity Recognition in DanishCode0
A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer LearningCode0
No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 LanguagesCode0
Detecting and Mitigating Hallucinations in Multilingual SummarisationCode0
Adaptive Cross-lingual Text Classification through In-Context One-Shot DemonstrationsCode0
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector SpecializationCode0
Discovering Low-rank Subspaces for Language-agnostic Multilingual RepresentationsCode0
Distilling Efficient Language-Specific Models for Cross-Lingual TransferCode0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint AveragingCode0
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic ParsingCode0
Cross-Language Learning for Entity MatchingCode0
Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of RegistersCode0
Cross-lingual Offensive Language Detection: A Systematic Review of Datasets, Transfer Approaches and ChallengesCode0
Analysing The Impact Of Linguistic Features On Cross-Lingual TransferCode0
Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian ResourceCode0
Don't Just Scratch the Surface: Enhancing Word Representations for Korean with HanjaCode0
Phylogeny-Inspired Adaptation of Multilingual Models to New LanguagesCode0
Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual TransferCode0
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual AlignmentCode0
Predicting Concreteness and Imageability of Words Within and Across Languages via Word EmbeddingsCode0
Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language ModelsCode0
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared VocabulariesCode0
Progressive Sentiment Analysis for Code-Switched Text DataCode0
Fine-Grained Analysis of Cross-Linguistic Syntactic DivergencesCode0
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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