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

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Showing 51–75 of 782 papers

TitleStatusHype
ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-trainingCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
FILTER: An Enhanced Fusion Method for Cross-lingual Language UnderstandingCode1
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual LearningCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
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
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous GraphCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-SwitchingCode1
A Chinese Corpus for Fine-grained Entity TypingCode1
EENLP: Cross-lingual Eastern European NLP IndexCode1
Efficient Test Time Adapter Ensembling for Low-resource Language VarietiesCode1
Enhancing Cross-lingual Transfer by Manifold MixupCode1
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical TextsCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
Cross-Lingual Natural Language Generation via Pre-TrainingCode1
Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural AdjustmentsCode1
From One to Many: Expanding the Scope of Toxicity Mitigation in Language ModelsCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
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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