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 276–300 of 782 papers

TitleStatusHype
Similarity of Sentence Representations in Multilingual LMs: Resolving Conflicting Literature and Case Study of Baltic LanguagesCode0
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust TrainingCode0
Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual TransferCode0
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled UnfreezingCode0
A Common Semantic Space for Monolingual and Cross-Lingual Meta-EmbeddingsCode0
Improving Low-Resource Cross-lingual Parsing with Expected Statistic RegularizationCode0
Improving Cross-Lingual Transfer through Subtree-Aware Word ReorderingCode0
Cross-lingual Dependency Parsing Based on Distributed RepresentationsCode0
Few-shot News Recommendation via Cross-lingual TransferCode0
Improving the Cross-Lingual Generalisation in Visual Question AnsweringCode0
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing TechniquesCode0
Language Agnostic Multilingual Information Retrieval with Contrastive LearningCode0
Enhancing Cross-lingual Transfer via Phonemic Transcription IntegrationCode0
Exploring Multiple Strategies to Improve Multilingual Coreference Resolution in CorefUDCode0
Cross-lingual Intermediate Fine-tuning improves Dialogue State TrackingCode0
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
Enhancing Cross-lingual Prompting with Dual Prompt AugmentationCode0
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual TransformersCode0
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in TurkishCode0
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some MisconceptionsCode0
Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual VerbalizerCode0
Enhancing Cross-lingual Natural Language Inference by Prompt-learning from Cross-lingual TemplatesCode0
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic ParsingCode0
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal ResourcesCode0
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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