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 76–100 of 782 papers

TitleStatusHype
Investigating Cultural Alignment of Large Language ModelsCode1
Investigating Transfer Learning in Multilingual Pre-trained Language Models through Chinese Natural Language InferenceCode1
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code GeneratorsCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
An Empirical Study of Pre-trained Transformers for Arabic Information ExtractionCode1
Learning Compact Metrics for MTCode1
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading ComprehensionCode1
A cost-benefit analysis of cross-lingual transfer methodsCode1
Lost in Translation, Found in Spans: Identifying Claims in Multilingual Social MediaCode1
Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural AdjustmentsCode1
End-to-End Slot Alignment and Recognition for Cross-Lingual NLUCode1
Frustratingly Easy Label Projection for Cross-lingual TransferCode1
K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and SyllablesCode1
Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMsCode1
Multilingual Large Language Models: A Systematic SurveyCode1
Modelling Latent Translations for Cross-Lingual TransferCode1
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language ModelsCode1
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
An Empirical Study on Cross-X Transfer for Legal Judgment PredictionCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter MergingCode1
Choosing Transfer Languages for Cross-Lingual LearningCode1
On the Calibration of Massively Multilingual Language ModelsCode1
Unsupervised Cross-lingual Representation Learning at ScaleCode1
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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