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 621–630 of 782 papers

TitleStatusHype
Cross-lingual Transfer of Sentiment Classifiers—0
Finding Universal Grammatical Relations in Multilingual BERTCode1
Fine-Grained Analysis of Cross-Linguistic Syntactic DivergencesCode0
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation EvaluationCode1
Gender Bias in Multilingual Embeddings and Cross-Lingual TransferCode1
WikiBank: Using Wikidata to Improve Multilingual Frame-Semantic Parsing—0
Conversational Question Answering in Low Resource Scenarios: A Dataset and Case Study for Basque—0
DaNE: A Named Entity Resource for Danish—0
Cross-lingual Structure Transfer for Zero-resource Event Extraction—0
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers—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