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

Showing 5175 of 782 papers

TitleStatusHype
Enhancing Cross-lingual Transfer by Manifold MixupCode1
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African LanguagesCode1
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-SwitchingCode1
mCLIP: Multilingual CLIP via Cross-lingual TransferCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
Modelling Latent Translations for Cross-Lingual TransferCode1
A Chinese Corpus for Fine-grained Entity TypingCode1
MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transferCode1
Compositional Generalization in Multilingual Semantic Parsing over WikidataCode1
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument ExtractionCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue ModelingCode1
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous GraphCode1
Choosing Transfer Languages for Cross-Lingual LearningCode1
Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural AdjustmentsCode1
EENLP: Cross-lingual Eastern European NLP IndexCode1
Efficient Test Time Adapter Ensembling for Low-resource Language VarietiesCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
Cross-Lingual Natural Language Generation via Pre-TrainingCode1
Few-shot Learning with Multilingual Language ModelsCode1
FILTER: An Enhanced Fusion Method for Cross-lingual Language UnderstandingCode1
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical TextsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM 2 (few-shot)Accuracy94.4Unverified
2mT0-13BAccuracy84.45Unverified
3RoBERTa Large (translate test)Accuracy76.05Unverified
4BLOOMZAccuracy75.5Unverified
5MAD-X BaseAccuracy60.94Unverified
6mGPTAccuracy55.5Unverified