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 401–425 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
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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