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 651–700 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
Language-independent Cross-lingual Contextual Representations—0
Cross-Lingual Natural Language Generation via Pre-TrainingCode1
Cross-lingual Dependency Parsing with Unlabeled Auxiliary LanguagesCode0
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model—0
Cross-Lingual BERT Transformation for Zero-Shot Dependency ParsingCode0
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis—0
Investigating Multilingual NMT Representations at Scale—0
Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank—0
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation—0
Don't Just Scratch the Surface: Enhancing Word Representations for Korean with HanjaCode0
A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity RecognizersCode0
Pushing the Limits of Low-Resource Morphological InflectionCode0
Cross-lingual Transfer Learning and Multitask Learning for Capturing Multiword Expressions—0
Specializing Distributional Vectors of All Words for Lexical Entailment—0
Cross-lingual morphological inflection with explicit alignment—0
Cross-Lingual Transfer for Distantly Supervised and Low-resources Indonesian NER—0
Cross-Lingual Transfer Learning for Question Answering—0
JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages—0
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible ProjectionsCode0
Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging—0
Cross-lingual Transfer Learning for Japanese Named Entity Recognition—0
Choosing Transfer Languages for Cross-Lingual LearningCode1
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared VocabulariesCode0
A logical-based corpus for cross-lingual evaluationCode0
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word VectorsCode0
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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