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 351–375 of 782 papers

TitleStatusHype
Cross-Lingual Transfer Learning for Statistical Type Inference—0
A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT—0
Addressing the Challenges of Cross-Lingual Hate Speech Detection—0
Domain Mismatch Doesn’t Always Prevent Cross-lingual Transfer Learning—0
Domain Mismatch Doesn't Always Prevent Cross-Lingual Transfer Learning—0
Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages?—0
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems—0
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer—0
Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models—0
Development of a Bengali parser by cross-lingual transfer from Hindi—0
Density-Driven Cross-Lingual Transfer of Dependency Parsers—0
Delexicalized Word Embeddings for Cross-lingual Dependency Parsing—0
CORI: CJKV Benchmark with Romanization Integration -- A step towards Cross-lingual Transfer Beyond Textual Scripts—0
Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks—0
DeFTX: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer—0
Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation—0
Deciphering Speech: a Zero-Resource Approach to Cross-Lingual Transfer in ASR—0
Conversational Question Answering in Low Resource Scenarios: A Dataset and Case Study for Basque—0
A little perturbation makes a difference: Treebank augmentation by perturbation improves transfer parsing—0
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs—0
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data—0
Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks—0
Data-adaptive Transfer Learning for Low-resource Translation: A Case Study in Haitian—0
Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican—0
Composable Sparse Fine-Tuning for Cross-Lingual Transfer—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