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

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Showing 1–50 of 782 papers

TitleStatusHype
Enhancing Cross-task Transfer of Large Language Models via Activation Steering—0
HanjaBridge: Resolving Semantic Ambiguity in Korean LLMs via Hanja-Augmented Pre-Training—0
Cross-Lingual Transfer of Cultural Knowledge: An Asymmetric Phenomenon—0
Speech-to-Text Translation with Phoneme-Augmented CoT: Enhancing Cross-Lingual Transfer in Low-Resource Scenarios—0
LLMs Are Globally Multilingual Yet Locally Monolingual: Exploring Knowledge Transfer via Language and Thought Theory—0
Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Transfer in Sense-Aware Tasks—0
Limited-Resource Adapters Are Regularizers, Not Linguists—0
SenWiCh: Sense-Annotation of Low-Resource Languages for WiC using Hybrid Methods—0
The Unreasonable Effectiveness of Model Merging for Cross-Lingual Transfer in LLMs—0
Semantic Pivots Enable Cross-Lingual Transfer in Large Language Models—0
DeFTX: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer—0
Cross-Linguistic Transfer in Multilingual NLP: The Role of Language Families and Morphology—0
Cross-Lingual Optimization for Language Transfer in Large Language Models—0
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data—0
Understanding Cross-Lingual Inconsistency in Large Language Models—0
Semantic Aware Linear Transfer by Recycling Pre-trained Language Models for Cross-lingual Transfer—0
The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification TasksCode0
Investigating the Effect of Parallel Data in the Cross-Lingual Transfer for Vision-Language Encoders—0
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training—0
What Causes Knowledge Loss in Multilingual Language Models?—0
Overcoming Vocabulary Constraints with Pixel-level Fallback—0
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation—0
JiraiBench: A Bilingual Benchmark for Evaluating Large Language Models' Detection of Human Self-Destructive Behavior Content in Jirai Community—0
Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning—0
Untangling the Influence of Typology, Data and Model Architecture on Ranking Transfer Languages for Cross-Lingual POS Tagging—0
Language-specific Neurons Do Not Facilitate Cross-Lingual Transfer—0
Florenz: Scaling Laws for Systematic Generalization in Vision-Language Models—0
A Zero-shot Learning Method Based on Large Language Models for Multi-modal Knowledge Graph Embedding—0
Comparative Study of Zero-Shot Cross-Lingual Transfer for Bodo POS and NER Tagging Using Gemini 2.0 Flash Thinking Experimental Model—0
Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing—0
Char-mander Use mBackdoor! A Study of Cross-lingual Backdoor Attacks in Multilingual LLMsCode0
Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMsCode1
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning—0
Multi-Agent Collaboration for Multilingual Code Instruction Tuning—0
Target Speaker Lipreading by Audio-Visual Self-Distillation Pretraining and Speaker Adaptation—0
Revisiting Projection-based Data Transfer for Cross-Lingual Named Entity Recognition in Low-Resource LanguagesCode0
Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction—0
Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Experimental Setups Matter—0
Language Fusion for Parameter-Efficient Cross-lingual TransferCode0
Aligning LLMs with Domain Invariant Reward ModelsCode0
On the Applicability of Zero-Shot Cross-Lingual Transfer Learning for Sentiment Classification in Distant Language PairsCode0
The First Multilingual Model For The Detection of Suicide Texts—0
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive InvestigationCode0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language ModelsCode0
Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural AdjustmentsCode1
Text Generation Models for Luxembourgish with Limited Data: A Balanced Multilingual Strategy—0
Multilingual Large Language Models: A Systematic SurveyCode1
Zero-shot Cross-lingual Transfer Learning with Multiple Source and Target Languages for Information Extraction: Language Selection and Adversarial Training—0
When Does Classical Chinese Help? Quantifying Cross-Lingual Transfer in Hanja and KanbunCode0
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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