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 226–250 of 782 papers

TitleStatusHype
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual RelatednessCode0
Bailong: Bilingual Transfer Learning based on QLoRA and Zip-tie Embedding—0
A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation—0
Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial DatasetsCode0
An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language ModelsCode0
Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning?—0
Towards Knowledge-Grounded Natural Language Understanding and Generation—0
Cross-Lingual Transfer for Natural Language Inference via Multilingual Prompt Translator—0
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages—0
Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred KnowledgeCode0
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity—0
DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning—0
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in TurkishCode0
Emotion Classification in Low and Moderate Resource Languages—0
Exploring Multilingual Concepts of Human Value in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages?Code0
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset—0
Zero-shot cross-lingual transfer in instruction tuning of large language models—0
Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer—0
Analysis of Multi-Source Language Training in Cross-Lingual Transfer—0
Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks—0
How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs?—0
Stanceosaurus 2.0: Classifying Stance Towards Russian and Spanish Misinformation—0
Soft Prompt Tuning for Cross-Lingual Transfer: When Less is MoreCode0
Constrained Decoding for Cross-lingual Label ProjectionCode0
Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual LearningCode0
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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