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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 576–600 of 782 papers

TitleStatusHype
Cross-Lingual Transfer with MAML on Trees—0
Cross-Lingual Transfer with Target Language-Ready Task Adapters—0
Cross-lingual Word Sense Disambiguation for Predicate Labelling of French—0
Cross-Linguistic Transfer in Multilingual NLP: The Role of Language Families and Morphology—0
Multilingual Speech Translation with Efficient Finetuning of Pretrained Models—0
DaNE: A Named Entity Resource for Danish—0
DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning—0
Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican—0
Data-adaptive Transfer Learning for Low-resource Translation: A Case Study in Haitian—0
Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks—0
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data—0
Deciphering Speech: a Zero-Resource Approach to Cross-Lingual Transfer in ASR—0
Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation—0
DeFTX: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer—0
Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks—0
Delexicalized Word Embeddings for Cross-lingual Dependency Parsing—0
Density-Driven Cross-Lingual Transfer of Dependency Parsers—0
Development of a Bengali parser by cross-lingual transfer from Hindi—0
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer—0
Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages?—0
Domain Mismatch Doesn't Always Prevent Cross-Lingual Transfer Learning—0
Domain Mismatch Doesn’t Always Prevent Cross-lingual Transfer Learning—0
Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings—0
Don’t Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings—0
Don’t Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings—0
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Benchmark Results

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