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 2130 of 782 papers

TitleStatusHype
Lost in Translation, Found in Spans: Identifying Claims in Multilingual Social MediaCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and DialectsCode1
mCLIP: Multilingual CLIP via Cross-lingual TransferCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
Zambezi Voice: A Multilingual Speech Corpus for Zambian LanguagesCode1
Revisiting non-English Text Simplification: A Unified Multilingual BenchmarkCode1
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African LanguagesCode1
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language ModelsCode1
ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability AssessmentCode1
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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