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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 326–350 of 782 papers

TitleStatusHype
Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots—0
Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast—0
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification—0
Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue GenerationCode0
A General-Purpose Multilingual Document EncoderCode0
CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages—0
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages—0
Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation SpaceCode0
Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based AlignmentCode0
Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized LanguagesCode0
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese—0
Romanization-based Large-scale Adaptation of Multilingual Language Models—0
Bridging the Language Gap: Knowledge Injected Multilingual Question Answering—0
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-TuningCode0
Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages—0
Cross-Lingual Transfer Learning for Alzheimer's Detection From Spontaneous Speech—0
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer—0
Model-Agnostic Meta-Learning for Multilingual Hate Speech Detection—0
UZH_CLyp at SemEval-2023 Task 9: Head-First Fine-Tuning and ChatGPT Data Generation for Cross-Lingual Learning in Tweet Intimacy Prediction—0
Cross-Lingual Transfer of Cognitive Processing ComplexityCode0
Multilingual Content Moderation: A Case Study on RedditCode0
Language-Aware Multilingual Machine Translation with Self-Supervised LearningCode0
Syntax and Domain Aware Model for Unsupervised Program Translation—0
Zero-shot cross-lingual transfer language selection using linguistic similarity—0
Efficient Language Model Training through Cross-Lingual and Progressive Transfer 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