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 201–225 of 782 papers

TitleStatusHype
Anchor-based Bilingual Word Embeddings for Low-Resource Languages—0
Cross-lingual Transfer of Sentiment Classifiers—0
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity—0
Cross-lingual transfer parser from Hindi to Bengali using delexicalization and chunking—0
Cross-lingual Transfer Parsing for Low-Resourced Languages: An Irish Case Study—0
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis—0
Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages—0
Cross-lingual Approaches for Task-specific Dialogue Act Recognition—0
Cross-lingual Transfer Learning for COVID-19 Outbreak Alignment—0
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation—0
Cross-Lingual Transfer Learning for Complex Word Identification—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
Cross-lingual Transfer Learning for Check-worthy Claim Identification over Twitter—0
Bridging the Language Gap: Knowledge Injected Multilingual Question Answering—0
Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks—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
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training—0
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data—0
Errator: a Tool to Help Detect Annotation Errors in the Universal Dependencies Project—0
Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation—0
Cross-Lingual Transfer Learning for Alzheimer's Detection From Spontaneous Speech—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