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 776–782 of 782 papers

TitleStatusHype
Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer—0
Predicting Foreign Language Usage from English-Only Social Media Posts—0
Predicting the Spelling Difficulty of Words for Language Learners—0
Probing Multilingual Language Models for Discourse—0
Probing the Emergence of Cross-lingual Alignment during LLM Training—0
Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing—0
Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning—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