Mingyang Wang

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authored 12 papers about 1 month ago

OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining

Paper • 2311.08849 • Published Nov 15, 2023 • 6

Imp: Highly Capable Large Multimodal Models for Mobile Devices

Paper • 2405.12107 • Published May 20, 2024 • 29

Learn it or Leave it: Module Composition and Pruning for Continual Learning

Paper • 2406.18708 • Published Jun 26, 2024 • 1

LangSAMP: Language-Script Aware Multilingual Pretraining

Paper • 2409.18199 • Published Sep 26, 2024 • 1

How Transliterations Improve Crosslingual Alignment

Paper • 2409.17326 • Published Sep 25, 2024 • 1

On Relation-Specific Neurons in Large Language Models

Paper • 2502.17355 • Published Feb 24 • 10

Tracing Multilingual Factual Knowledge Acquisition in Pretraining

Paper • 2505.14824 • Published May 20 • 4

Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes

Paper • 2505.14815 • Published May 20 • 2

Refusal Direction is Universal Across Safety-Aligned Languages

Paper • 2505.17306 • Published May 22 • 2

Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability

Paper • 2505.13963 • Published May 20 • 1

BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning

Paper • 2406.17764 • Published Jun 25, 2024

Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models

Paper • 2504.04264 • Published Apr 5 • 2