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 401–450 of 782 papers

TitleStatusHype
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual TransferCode0
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models—0
Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification—0
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection—0
WiC-TSV-de: German Word-in-Context Target-Sense-Verification Dataset and Cross-Lingual Transfer Analysis—0
Text-to-Speech for Under-Resourced Languages: Phoneme Mapping and Source Language Selection in Transfer Learning—0
Investigating the Quality of Static Anchor Embeddings from Transformers for Under-Resourced LanguagesCode0
Auxiliary Subword Segmentations as Related Languages for Low Resource Multilingual Translation—0
NerKor+Cars-OntoNotes++Code0
Domain Mismatch Doesn’t Always Prevent Cross-lingual Transfer Learning—0
Medical Crossing: a Cross-lingual Evaluation of Clinical Entity LinkingCode0
Tâches Auxiliaires Multilingues pour le Transfert de Modèles de Détection de Discours Haineux (Multilingual Auxiliary Tasks for Zero-Shot Cross-Lingual Transfer of Hate Speech Detection)—0
Quality versus Quantity: Building Catalan-English MT Resources—0
Don’t Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings—0
Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings—0
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis—0
Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning—0
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages—0
Discovering Language-neutral Sub-networks in Multilingual Language ModelsCode0
Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models—0
Local Byte Fusion for Neural Machine TranslationCode0
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented DialogCode0
Phylogeny-Inspired Adaptation of Multilingual Models to New LanguagesCode0
Persian Natural Language Inference: A Meta-learning approachCode0
Feature Aggregation in Zero-Shot Cross-Lingual Transfer Using Multilingual BERT—0
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval—0
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
Cloze Evaluation for Deeper Understanding of Commonsense Stories in IndonesianCode0
Machine Translation for Livonian: Catering to 20 Speakers—0
Enhancing Cross-lingual Natural Language Inference by Prompt-learning from Cross-lingual TemplatesCode0
The Best of both Worlds: Dual Channel Language modeling for Hope Speech Detection in low-resourced Kannada—0
Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation—0
Cross-lingual Semantic Role Labelling with the ValPaL Database Knowledge—0
Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual TransferCode0
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingCode0
AfriWOZ: Corpus for Exploiting Cross-Lingual Transferability for Generation of Dialogues in Low-Resource, African Languages—0
Language Contamination Helps Explain the Cross-lingual Capabilities of English Pretrained Models—0
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot TransferCode0
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State TrackingCode0
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
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
Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related LanguagesCode0
Multi-Level Contrastive Learning for Cross-Lingual Alignment—0
The Reality of Multi-Lingual Machine Translation—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