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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 171–180 of 782 papers

Title	Date	Tasks	Status	Hype
Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection	Nov 3, 2023	Abusive LanguageCross-Lingual Transfer	—Unverified	0
Lost in Translation, Found in Spans: Identifying Claims in Multilingual Social Media	Oct 27, 2023	Cross-Lingual TransferFact Checking	CodeCode Available	1
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity	Oct 26, 2023	Cross-Lingual Transfer	—Unverified	0
Learning Transfers over Several Programming Languages	Oct 25, 2023	Cross-Lingual TransferIn-Context Learning	—Unverified	0
A Multi-Modal Multilingual Benchmark for Document Image Classification	Oct 25, 2023	ClassificationCross-Lingual Transfer	—Unverified	0
ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters	Oct 25, 2023	Cross-Lingual TransferLanguage Modelling	CodeCode Available	0
Improving Cross-Lingual Transfer through Subtree-Aware Word Reordering	Oct 20, 2023	Cross-Lingual TransferPOS	CodeCode Available	0
CLARA: Multilingual Contrastive Learning for Audio Representation Acquisition	Oct 18, 2023	Audio ClassificationContrastive Learning	CodeCode Available	1
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual Transfer	Oct 16, 2023	AllCross-Lingual Transfer	CodeCode Available	0
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques	Oct 16, 2023	Cross-Lingual Transfer	CodeCode Available	0

Show:10 25 50

← PrevPage 18 of 79Next →

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	PaLM 2 (few-shot)	Accuracy	94.4	—	Unverified
2	mT0-13B	Accuracy	84.45	—	Unverified
3	RoBERTa Large (translate test)	Accuracy	76.05	—	Unverified
4	BLOOMZ	Accuracy	75.5	—	Unverified
5	MAD-X Base	Accuracy	60.94	—	Unverified
6	mGPT	Accuracy	55.5	—	Unverified