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 651–660 of 782 papers

Title	Date	Tasks	Status
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language	Apr 26, 2020	Cross-Lingual NERCross-Lingual Transfer	CodeCode Available
A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT	Apr 20, 2020	Cross-Lingual TransferTranslation	—Unverified
Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers	Apr 16, 2020	Cross-Lingual TransferPOS	—Unverified
Translation Artifacts in Cross-lingual Transfer Learning	Apr 9, 2020	Cross-Lingual TransferMachine Translation	CodeCode Available
Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models	Apr 8, 2020	Constituency ParsingCross-Lingual Transfer	CodeCode Available
Cross-lingual Emotion Intensity Prediction	Apr 8, 2020	Cross-Lingual TransferEmotion Classification	CodeCode Available
Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent Neural Networks	Mar 31, 2020	Cross-Lingual Transfer	—Unverified
Neural Cross-Lingual Transfer and Limited Annotated Data for Named Entity Recognition in Danish	Mar 5, 2020	Cross-Lingual Transfernamed-entity-recognition	CodeCode Available
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs	Jan 29, 2020	Cross-Lingual TransferSentence	—Unverified
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings	Jan 17, 2020	Cross-Lingual TransferPOS	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