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 201–250 of 782 papers

TitleStatusHype
Large Language Models Are Cross-Lingual Knowledge-Free ReasonersCode0
Probing the Emergence of Cross-lingual Alignment during LLM Training—0
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching—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
Unknown Script: Impact of Script on Cross-Lingual TransferCode0
What Drives Performance in Multilingual Language Models?Code0
Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages—0
EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian TwitterCode0
Toxicity Classification in Ukrainian—0
Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual TransferCode0
Building a Japanese Document-Level Relation Extraction Dataset Assisted by Cross-Lingual Transfer—0
Generalization Measures for Zero-Shot Cross-Lingual Transfer—0
CORI: CJKV Benchmark with Romanization Integration -- A step towards Cross-lingual Transfer Beyond Textual Scripts—0
mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models?Code0
Neuron Specialization: Leveraging intrinsic task modularity for multilingual machine translation—0
Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model—0
Measuring Cross-lingual Transfer in BytesCode0
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis—0
How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM—0
Adaptive Cross-lingual Text Classification through In-Context One-Shot DemonstrationsCode0
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness—0
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