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

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Showing 651–675 of 782 papers

TitleStatusHype
Neural Cross-Lingual Transfer and Limited Annotated Data for Named Entity Recognition in DanishCode0
Parameter Space Factorization for Zero-Shot Learning across Tasks and LanguagesCode1
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
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual GeneralisationCode1
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
Unsupervised Cross-lingual Representation Learning at ScaleCode1
Emerging Cross-lingual Structure in Pretrained Language Models—0
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding—0
Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation—0
Neural Cross-Lingual Event Detection with Minimal Parallel Resources—0
Cross-lingual intent classification in a low resource industrial setting—0
From Monolingual to Multilingual FAQ Assistant using Multilingual Co-training—0
Cross lingual transfer learning for zero-resource domain adaptation—0
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection—0
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified FrameworkCode0
MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging—0
Multilingual Dialogue Generation with Shared-Private Memory—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