Marktechpost

OCTOBER 22, 2024

The dataset was designed to address the major challenges of multilingual multimodal learning: data scarcity, cultural nuances, catastrophic forgetting, and evaluation complexity. Moreover, PANGEA matches or even outperforms proprietary models like Gemini-1.5-Pro If you like our work, you will love our newsletter.

Large Language Models 106

Large Language Models Data Scarcity Inference Engine LLM 106

Marktechpost

OCTOBER 26, 2024

To address data scarcity and granularity issues, the system employs sophisticated synthetic data generation techniques, particularly focusing on dense captioning and visual question-answering tasks. If you like our work, you will love our newsletter. Don’t Forget to join our 55k+ ML SubReddit.

AI Researcher 105

AI Researcher AI Research Data Scarcity Inference Engine 105

Marktechpost

OCTOBER 15, 2024

These models are trained on data collected from social media, which introduces bias and may not accurately represent diverse patient experiences. Moreover, privacy concerns and data scarcity hinder the development of robust models for mental health diagnosis and treatment. If you like our work, you will love our newsletter.

Data Scarcity 107

Data Scarcity Inference Engine Large Language Models Machine Learning 107