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 126–150 of 782 papers

TitleStatusHype
Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred KnowledgeCode0
DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning—0
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code GeneratorsCode1
From One to Many: Expanding the Scope of Toxicity Mitigation in Language ModelsCode1
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in TurkishCode0
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter MergingCode1
Exploring Multilingual Concepts of Human Value in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages?Code0
Emotion Classification in Low and Moderate Resource Languages—0
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset—0
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer—0
Zero-shot cross-lingual transfer in instruction tuning of large language models—0
Analysis of Multi-Source Language Training in Cross-Lingual Transfer—0
Investigating Cultural Alignment of Large Language ModelsCode1
Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks—0
LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data AugmentationCode1
How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs?—0
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning DatasetCode1
Soft Prompt Tuning for Cross-Lingual Transfer: When Less is MoreCode0
Stanceosaurus 2.0: Classifying Stance Towards Russian and Spanish Misinformation—0
Constrained Decoding for Cross-lingual Label ProjectionCode0
Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual LearningCode0
The Impact of Language Adapters in Cross-Lingual Transfer for NLUCode0
Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching—0
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling TasksCode0
Show:102550
← PrevPage 6 of 32Next →

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