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 691–700 of 782 papers

Title	Date	Tasks	Status	Hype
Cross-Lingual Transfer for Distantly Supervised and Low-resources Indonesian NER	Jul 25, 2019	Cross-Lingual TransferLanguage Modeling	—Unverified	0
Cross-Lingual Transfer Learning for Question Answering	Jul 13, 2019	Cross-Lingual TransferMachine Translation	—Unverified	0
JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages	Jul 1, 2019	Cross-Lingual Transfer	—Unverified	0
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections	Jun 6, 2019	Cross-Lingual TransferDependency Parsing	CodeCode Available	0
Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging	Jun 1, 2019	Cross-Lingual TransferSentence	—Unverified	0
Cross-lingual Transfer Learning for Japanese Named Entity Recognition	Jun 1, 2019	Cross-Lingual Transfernamed-entity-recognition	—Unverified	0
Choosing Transfer Languages for Cross-Lingual Learning	May 29, 2019	Cross-Lingual Transfer	CodeCode Available	1
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies	May 14, 2019	Cross-Lingual TransferLow Resource Neural Machine Translation	CodeCode Available	0
A logical-based corpus for cross-lingual evaluation	May 10, 2019	Cross-Lingual TransferNatural Language Inference	CodeCode Available	0
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors	Apr 26, 2019	Cross-Lingual TransferWord Embeddings	CodeCode Available	0

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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