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 681–690 of 782 papers

Title	Date	Tasks	Status
Cross-lingual Dependency Parsing with Unlabeled Auxiliary Languages	Sep 20, 2019	Cross-Lingual TransferDependency Parsing	CodeCode Available
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing	Sep 15, 2019	Cross-Lingual TransferDependency Parsing	CodeCode Available
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model	Sep 15, 2019	Cross-Lingual TransferReading Comprehension	—Unverified
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis	Sep 9, 2019	Cross-Lingual NERCross-Lingual Transfer	—Unverified
Investigating Multilingual NMT Representations at Scale	Sep 5, 2019	Cross-Lingual TransferMachine Translation	—Unverified
Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank	Sep 5, 2019	Cross-Lingual TransferCross-Lingual Word Embeddings	—Unverified
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation	Sep 1, 2019	Cross-Lingual TransferMachine Translation	—Unverified
Don't Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja	Aug 25, 2019	Cross-Lingual TransferHeadline Generation	CodeCode Available
A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers	Aug 23, 2019	Active LearningCross-Lingual Transfer	CodeCode Available
Pushing the Limits of Low-Resource Morphological Inflection	Aug 16, 2019	Cross-Lingual TransferDecoder	CodeCode Available

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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