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 151–175 of 782 papers

TitleStatusHype
Comparative Study of Zero-Shot Cross-Lingual Transfer for Bodo POS and NER Tagging Using Gemini 2.0 Flash Thinking Experimental Model—0
Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation—0
Code-Switching Curriculum Learning for Multilingual Transfer in LLMs—0
DeFTX: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer—0
Delexicalized Word Embeddings for Cross-lingual Dependency Parsing—0
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis—0
Cloze Evaluation for Deeper Understanding of Commonsense Stories in Indonesian—0
Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks—0
CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer—0
Any-language frame-semantic parsing—0
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data—0
Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican—0
The (In)Effectiveness of Intermediate Task Training For Domain Adaptation and Cross-Lingual Transfer Learning—0
Semantic Aware Linear Transfer by Recycling Pre-trained Language Models for Cross-lingual Transfer—0
Data-adaptive Transfer Learning for Low-resource Translation: A Case Study in Haitian—0
Deciphering Speech: a Zero-Resource Approach to Cross-Lingual Transfer in ASR—0
Density-Driven Cross-Lingual Transfer of Dependency Parsers—0
Can Monolingual Pretrained Models Help Cross-Lingual Classification?—0
Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning?—0
An Empirical Study on Cross-Lingual and Cross-Domain Transfer for Legal Judgment Prediction—0
A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts—0
Building Dialogue Understanding Models for Low-resource Language Indonesian from Scratch—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
Building a Japanese Document-Level Relation Extraction Dataset Assisted by 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