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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 782 papers

TitleStatusHype
Investigating Transfer Learning in Multilingual Pre-trained Language Models through Chinese Natural Language InferenceCode1
It’s All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense ReasoningCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and SyllablesCode1
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous GraphCode1
Cross-Lingual Natural Language Generation via Pre-TrainingCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-SwitchingCode1
Choosing Transfer Languages for Cross-Lingual LearningCode1
An Empirical Study of Pre-trained Transformers for Arabic Information ExtractionCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
A cost-benefit analysis of cross-lingual transfer methodsCode1
Efficient Test Time Adapter Ensembling for Low-resource Language VarietiesCode1
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical TextsCode1
Few-shot Learning with Multilingual Language ModelsCode1
Finding Universal Grammatical Relations in Multilingual BERTCode1
From One to Many: Expanding the Scope of Toxicity Mitigation in Language ModelsCode1
An Empirical Study on Cross-X Transfer for Legal Judgment PredictionCode1
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter MergingCode1
InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-TrainingCode1
Code-Mixing on Sesame Street: Dawn of the Adversarial PolyglotsCode1
Show:102550
← PrevPage 2 of 32Next →

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