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 101–125 of 782 papers

TitleStatusHype
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual LearningCode1
Revisiting non-English Text Simplification: A Unified Multilingual BenchmarkCode1
Code-Mixing on Sesame Street: Dawn of the Adversarial PolyglotsCode1
ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-trainingCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Efficient Test Time Adapter Ensembling for Low-resource Language VarietiesCode1
ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability AssessmentCode1
Composable Sparse Fine-Tuning for Cross-Lingual TransferCode1
End-to-End Slot Alignment and Recognition for Cross-Lingual NLUCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Enhancing Cross-lingual Transfer by Manifold MixupCode1
Visually Grounded Reasoning across Languages and CulturesCode1
When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual TransferCode1
Word Alignment by Fine-tuning Embeddings on Parallel CorporaCode1
Allophant: Cross-lingual Phoneme Recognition with Articulatory AttributesCode1
Fine-Grained Analysis of Cross-Linguistic Syntactic DivergencesCode0
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified FrameworkCode0
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic ModelingCode0
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual TransformersCode0
Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition SystemsCode0
Exploring Multilingual Concepts of Human Value in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages?Code0
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource LanguagesCode0
Exploring Multiple Strategies to Improve Multilingual Coreference Resolution in CorefUDCode0
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERTCode0
Cross-Language Learning for Entity MatchingCode0
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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