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 76–100 of 782 papers

TitleStatusHype
Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data SelectionCode0
Bilingual Adaptation of Monolingual Foundation Models—0
Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot TechniquesCode0
Soft Language Prompts for Language TransferCode0
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs—0
Cross-Lingual Transfer Learning for Speech Translation—0
Self-Translate-Train: Enhancing Cross-Lingual Transfer of Large Language Models via Inherent Capability—0
Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs—0
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training AlignmentCode0
The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models—0
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language ModelsCode0
T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient EmbeddingsCode2
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm—0
A Three-Pronged Approach to Cross-Lingual Adaptation with Multilingual LLMs—0
Large Language Models Are Cross-Lingual Knowledge-Free ReasonersCode0
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching—0
Probing the Emergence of Cross-lingual Alignment during LLM Training—0
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages—0
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News RecommendationCode0
How Can We Effectively Expand the Vocabulary of LLMs with 0.01GB of Target Language Text?Code0
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource LanguagesCode0
ThaiCoref: Thai Coreference Resolution DatasetCode0
What Drives Performance in Multilingual Language Models?Code0
Unknown Script: Impact of Script on Cross-Lingual TransferCode0
Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages—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