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
ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-trainingCode1
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual LearningCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
mLUKE: The Power of Entity Representations in Multilingual Pretrained Language ModelsCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Multi-Domain Multilingual Question AnsweringCode1
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
A Chinese Corpus for Fine-grained Entity TypingCode1
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-SwitchingCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous GraphCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
EENLP: Cross-lingual Eastern European NLP IndexCode1
End-to-End Slot Alignment and Recognition for Cross-Lingual NLUCode1
Enhancing Cross-lingual Transfer by Manifold MixupCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
Cross-Lingual Natural Language Generation via Pre-TrainingCode1
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue ModelingCode1
Finding Universal Grammatical Relations in Multilingual BERTCode1
FILTER: An Enhanced Fusion Method for Cross-lingual Language UnderstandingCode1
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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