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

Showing 241250 of 782 papers

TitleStatusHype
A General-Purpose Multilingual Document EncoderCode0
CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages0
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages0
Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation SpaceCode0
Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based AlignmentCode0
Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized LanguagesCode0
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese0
Romanization-based Large-scale Adaptation of Multilingual Language Models0
Bridging the Language Gap: Knowledge Injected Multilingual Question Answering0
ScandEval: A Benchmark for Scandinavian Natural Language ProcessingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM 2 (few-shot)Accuracy94.4Unverified
2mT0-13BAccuracy84.45Unverified
3RoBERTa Large (translate test)Accuracy76.05Unverified
4BLOOMZAccuracy75.5Unverified
5MAD-X BaseAccuracy60.94Unverified
6mGPTAccuracy55.5Unverified