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 626–650 of 782 papers

TitleStatusHype
WikiBank: Using Wikidata to Improve Multilingual Frame-Semantic Parsing—0
Conversational Question Answering in Low Resource Scenarios: A Dataset and Case Study for Basque—0
DaNE: A Named Entity Resource for Danish—0
Cross-lingual Structure Transfer for Zero-resource Event Extraction—0
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers—0
XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningCode1
An Empirical Study of Pre-trained Transformers for Arabic Information ExtractionCode1
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferCode2
Don't Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings—0
Mutlitask Learning for Cross-Lingual Transfer of Semantic Dependencies—0
End-to-End Slot Alignment and Recognition for Cross-Lingual NLUCode1
Extending Multilingual BERT to Low-Resource Languages—0
Weakly Supervised POS Taggers Perform Poorly on Truly Low-Resource Languages—0
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP—0
Learning to Learn Morphological Inflection for Resource-Poor Languages—0
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target LanguageCode0
A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT—0
A Chinese Corpus for Fine-grained Entity TypingCode1
Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers—0
Translation Artifacts in Cross-lingual Transfer LearningCode0
Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language ModelsCode0
Cross-lingual Emotion Intensity PredictionCode0
Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent Neural Networks—0
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual GeneralizationCode1
Zero-Shot Cross-Lingual Transfer with Meta LearningCode1
Show:102550
← PrevPage 26 of 32Next →

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