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 511520 of 782 papers

TitleStatusHype
Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph0
Cross-Lingual Word Embedding Refinement by _1 Norm OptimisationCode1
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity LinkingCode1
Towards More Equitable Question Answering Systems: How Much More Data Do You Need?Code0
DaN+: Danish Nested Named Entities and Lexical NormalizationCode0
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters0
The interplay between language similarity and script on a novel multi-layer Algerian dialect corpusCode0
A cost-benefit analysis of cross-lingual transfer methodsCode1
Analysing The Impact Of Linguistic Features On Cross-Lingual TransferCode0
Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models0
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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