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 1–25 of 782 papers

TitleStatusHype
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferCode2
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual GenerationCode2
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language VariantsCode2
mGPT: Few-Shot Learners Go MultilingualCode2
Crosslingual Generalization through Multitask FinetuningCode2
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource SettingsCode2
MIND Your Language: A Multilingual Dataset for Cross-lingual News RecommendationCode2
T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient EmbeddingsCode2
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-SwitchingCode1
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous GraphCode1
EENLP: Cross-lingual Eastern European NLP IndexCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
Code-Mixing on Sesame Street: Dawn of the Adversarial PolyglotsCode1
Choosing Transfer Languages for Cross-Lingual LearningCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-trainingCode1
An Empirical Study of Pre-trained Transformers for Arabic Information ExtractionCode1
A cost-benefit analysis of cross-lingual transfer methodsCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter MergingCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Cross-Lingual Natural Language Generation via 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