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 426–450 of 782 papers

TitleStatusHype
SpeechTaxi: On Multilingual Semantic Speech Classification—0
Speech-to-Text Translation with Phoneme-Augmented CoT: Enhancing Cross-Lingual Transfer in Low-Resource Scenarios—0
Stanceosaurus 2.0: Classifying Stance Towards Russian and Spanish Misinformation—0
Subword-based Cross-lingual Transfer of Embeddings from Hindi to Marathi—0
Subword-based Cross-lingual Transfer of Embeddings from Hindi to Marathi and Nepali—0
Supervised Contrastive Learning for Cross-lingual Transfer Learning—0
Surprisingly Simple Adapter Ensembling for Zero-Shot Cross-Lingual Sequence Tagging—0
Syntax and Domain Aware Model for Unsupervised Program Translation—0
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
Tagging Ingush - Language Technology For Low-Resource Languages Using Resources From Linguistic Field Work—0
Target Language Adaptation of Discriminative Transfer Parsers—0
Target Speaker Lipreading by Audio-Visual Self-Distillation Pretraining and Speaker Adaptation—0
Task-Specific Pre-Training and Cross Lingual Transfer for Code-Switched Data—0
Task-Specific Pre-Training and Cross Lingual Transfer for Sentiment Analysis in Dravidian Code-Switched Languages—0
Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction—0
Text Generation Models for Luxembourgish with Limited Data: A Balanced Multilingual Strategy—0
Text-to-Speech for Under-Resourced Languages: Phoneme Mapping and Source Language Selection in Transfer Learning—0
The Best of both Worlds: Dual Channel Language modeling for Hope Speech Detection in low-resourced Kannada—0
The CMU-LTI submission to the SIGMORPHON 2020 Shared Task 0: Language-Specific Cross-Lingual Transfer—0
The Effects of Input Type and Pronunciation Dictionary Usage in Transfer Learning for Low-Resource Text-to-Speech—0
The First Multilingual Model For The Detection of Suicide Texts—0
The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models—0
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm—0
The Reality of Multi-Lingual Machine Translation—0
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection—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