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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

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Showing 301–350 of 782 papers

TitleStatusHype
Cross-Lingual Transfer with Target Language-Ready Task Adapters—0
Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model—0
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual TransformersCode0
Second Language Acquisition of Neural Language ModelsCode0
Distilling Efficient Language-Specific Models for Cross-Lingual TransferCode0
The Effects of Input Type and Pronunciation Dictionary Usage in Transfer Learning for Low-Resource Text-to-Speech—0
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation—0
SLABERT Talk Pretty One Day: Modeling Second Language Acquisition with BERT—0
Pre-Trained Language-Meaning Models for Multilingual Parsing and GenerationCode0
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution—0
Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review—0
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint AveragingCode0
Meta-learning For Vision-and-language Cross-lingual Transfer—0
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer—0
Cross-lingual QA: A Key to Unlocking In-context Cross-lingual Performance—0
Detecting and Mitigating Hallucinations in Multilingual SummarisationCode0
Revisiting Machine Translation for Cross-lingual Classification—0
Revisiting Acceptability JudgementsCode0
Translation and Fusion Improves Zero-shot Cross-lingual Information ExtractionCode0
Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer—0
Transfer-Free Data-Efficient Multilingual Slot Labeling—0
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning—0
Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis—0
Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual VerbalizerCode0
Is Translation Helpful? An Empirical Analysis of Cross-Lingual Transfer in Low-Resource Dialog Generation—0
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