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 376–400 of 782 papers

TitleStatusHype
Language Agnostic Multilingual Information Retrieval with Contrastive LearningCode0
The (In)Effectiveness of Intermediate Task Training For Domain Adaptation and Cross-Lingual Transfer Learning—0
MECI: A Multilingual Dataset for Event Causality IdentificationCode0
Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages?—0
Supervised Contrastive Learning for Cross-lingual Transfer Learning—0
SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity RecognitionCode0
Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced LanguagesCode0
Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence LabelingCode0
Language-Family Adapters for Low-Resource Multilingual Neural Machine Translation—0
Meta-Learning a Cross-lingual Manifold for Semantic ParsingCode0
Language Chameleon: Transformation analysis between languages using Cross-lingual Post-training based on Pre-trained language models—0
Parameter-Efficient Finetuning for Robust Continual Multilingual Learning—0
Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican—0
Improving the Cross-Lingual Generalisation in Visual Question AnsweringCode0
Cross-lingual Transfer Learning for Fake News Detector in a Low-Resource LanguageCode0
Few-shot News Recommendation via Cross-lingual TransferCode0
Multilingual Transformer Encoders: a Word-Level Task-Agnostic EvaluationCode0
On the Usability of Transformers-based models for a French Question-Answering task—0
How Do Multilingual Encoders Learn Cross-lingual Representation?—0
Zero-shot Cross-lingual Transfer is Under-specified Optimization—0
Investigating the Impact of Cross-lingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition—0
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer—0
Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition—0
Subword-based Cross-lingual Transfer of Embeddings from Hindi to Marathi and Nepali—0
Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial LabelsCode0
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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