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 111120 of 782 papers

TitleStatusHype
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis0
How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM0
Adaptive Cross-lingual Text Classification through In-Context One-Shot DemonstrationsCode0
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness0
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual RelatednessCode0
Bailong: Bilingual Transfer Learning based on QLoRA and Zip-tie Embedding0
A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation0
An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language ModelsCode0
Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial DatasetsCode0
MIND Your Language: A Multilingual Dataset for Cross-lingual News RecommendationCode2
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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