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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 701–725 of 782 papers

TitleStatusHype
Limited-Resource Adapters Are Regularizers, Not Linguists—0
LLMs Are Globally Multilingual Yet Locally Monolingual: Exploring Knowledge Transfer via Language and Thought Theory—0
Low-resource named entity recognition via multi-source projection: Not quite there yet?—0
Low-Resource Syntactic Transfer with Unsupervised Source Reordering—0
How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM—0
Machine Translation for Livonian: Catering to 20 Speakers—0
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer—0
Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0—0
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness—0
Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages—0
Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning—0
MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging—0
Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation—0
MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers—0
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification—0
MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms—0
MergeDistill: Merging Pre-trained Language Models using Distillation—0
Meta-learning For Vision-and-language Cross-lingual Transfer—0
Meta-Learning with MAML on Trees—0
Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation—0
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training—0
Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer—0
Model-Agnostic Meta-Learning for Multilingual Hate Speech Detection—0
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing—0
Model Selection for Cross-Lingual Transfer using a Learned Scoring Function—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