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

Showing 2650 of 782 papers

TitleStatusHype
Investigating the Translation Performance of a Large Multilingual Language Model: the Case of BLOOMCode1
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
KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and KirundiCode1
K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and SyllablesCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
Cross-Lingual Natural Language Generation via Pre-TrainingCode1
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-SwitchingCode1
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
Code-Mixing on Sesame Street: Dawn of the Adversarial PolyglotsCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous GraphCode1
An Empirical Study of Pre-trained Transformers for Arabic Information ExtractionCode1
EENLP: Cross-lingual Eastern European NLP IndexCode1
A cost-benefit analysis of cross-lingual transfer methodsCode1
End-to-End Slot Alignment and Recognition for Cross-Lingual NLUCode1
Few-shot Learning with Multilingual Language ModelsCode1
FILTER: An Enhanced Fusion Method for Cross-lingual Language UnderstandingCode1
From One to Many: Expanding the Scope of Toxicity Mitigation in Language ModelsCode1
Frustratingly Easy Label Projection for Cross-lingual TransferCode1
An Empirical Study on Cross-X Transfer for Legal Judgment PredictionCode1
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter MergingCode1
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue ModelingCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Show:102550
← PrevPage 2 of 32Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM 2 (few-shot)Accuracy94.4Unverified
2mT0-13BAccuracy84.45Unverified
3RoBERTa Large (translate test)Accuracy76.05Unverified
4BLOOMZAccuracy75.5Unverified
5MAD-X BaseAccuracy60.94Unverified
6mGPTAccuracy55.5Unverified