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 676–700 of 782 papers

TitleStatusHype
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 Dependency Parsing with Unlabeled Auxiliary LanguagesCode0
Cross-Lingual BERT Transformation for Zero-Shot Dependency ParsingCode0
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model—0
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
Specializing Distributional Vectors of All Words for Lexical Entailment—0
Cross-lingual Transfer Learning and Multitask Learning for Capturing Multiword Expressions—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
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared VocabulariesCode0
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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