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 651–675 of 782 papers

TitleStatusHype
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
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
Neural Cross-Lingual Transfer and Limited Annotated Data for Named Entity Recognition in DanishCode0
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs—0
A Common Semantic Space for Monolingual and Cross-Lingual Meta-EmbeddingsCode0
A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts—0
Exploring Benefits of Transfer Learning in Neural Machine Translation—0
A little perturbation makes a difference: Treebank augmentation by perturbation improves transfer parsing—0
Zero-Resource Cross-Lingual Named Entity RecognitionCode0
Towards Lingua Franca Named Entity Recognition with BERT—0
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal ResourcesCode0
Can Monolingual Pretrained Models Help Cross-Lingual Classification?—0
Cross-Lingual Relevance Transfer for Document Retrieval—0
Emerging Cross-lingual Structure in Pretrained Language Models—0
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding—0
From Monolingual to Multilingual FAQ Assistant using Multilingual Co-training—0
Neural Cross-Lingual Event Detection with Minimal Parallel Resources—0
Cross-lingual intent classification in a low resource industrial setting—0
Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation—0
Cross lingual transfer learning for zero-resource domain adaptation—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