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
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading ComprehensionCode1
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument ExtractionCode1
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual PromptCode1
Few-shot Learning with Multilingual Language ModelsCode1
Unsupervised Dense Information Retrieval with Contrastive LearningCode1
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language modelsCode1
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-SwitchingCode1
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transferCode1
Multi-Domain Multilingual Question AnsweringCode1
When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual TransferCode1
Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine TranslationCode1
mLUKE: The Power of Entity Representations in Multilingual Pretrained Language ModelsCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
Learning Compact Metrics for MTCode1
K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and SyllablesCode1
Visually Grounded Reasoning across Languages and CulturesCode1
xGQA: Cross-Lingual Visual Question AnsweringCode1
Efficient Test Time Adapter Ensembling for Low-resource Language VarietiesCode1
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous GraphCode1
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
EENLP: Cross-lingual Eastern European NLP IndexCode1
It’s All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense ReasoningCode1
Modelling Latent Translations for Cross-Lingual TransferCode1
It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense ReasoningCode1
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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