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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 26–50 of 782 papers

TitleStatusHype
Zambezi Voice: A Multilingual Speech Corpus for Zambian LanguagesCode1
Revisiting non-English Text Simplification: A Unified Multilingual BenchmarkCode1
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language ModelsCode1
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African LanguagesCode1
ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability AssessmentCode1
Machine-Created Universal Language for Cross-lingual TransferCode1
ScandEval: A Benchmark for Scandinavian Natural Language ProcessingCode1
Investigating the Translation Performance of a Large Multilingual Language Model: the Case of BLOOMCode1
Frustratingly Easy Label Projection for Cross-lingual TransferCode1
ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-trainingCode1
GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No CostCode1
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language ModelsCode1
On the Calibration of Massively Multilingual Language ModelsCode1
An Empirical Study on Cross-X Transfer for Legal Judgment PredictionCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
The Importance of Being Parameters: An Intra-Distillation Method for Serious GainsCode1
The Geometry of Multilingual Language Model RepresentationsCode1
Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for MalteseCode1
Enhancing Cross-lingual Transfer by Manifold MixupCode1
Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine TranslationCode1
Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 LanguagesCode1
IndicXNLI: Evaluating Multilingual Inference for Indian LanguagesCode1
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-TuningCode1
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical TextsCode1
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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