AI News

JANUARY 7, 2025

Much like the impact of large language models on generative AI, Cosmos represents a new frontier for AI applications in robotics and autonomous systems. Pras Velagapudi, CTO at Agility, comments: Data scarcity and variability are key challenges to successful learning in robot environments.

Robotics 295

Robotics Data Scarcity Big Data Explainability 295

Marktechpost

OCTOBER 22, 2024

Despite recent advances in multimodal large language models (MLLMs), the development of these models has largely centered around English and Western-centric datasets. 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

AUGUST 12, 2024

VulScribeR employs large language models (LLMs) to generate diverse and realistic vulnerable code samples through three strategies: Mutation, Injection, and Extension. The success of VulScribeR highlights the importance of large-scale data augmentation in the field of vulnerability detection.

Large Language Models 107

Large Language Models Data Scarcity Software Engineer LLM 107

Marktechpost

AUGUST 2, 2024

A major issue in RL is the data scarcity in embodied AI, where agents must interact with physical environments. This problem is exacerbated by the need for substantial reward-labeled data to train agents effectively. The large language model is the central controller, guiding the vision language and diffusion models.

Machine Learning 128

Machine Learning Data Scarcity Large Language Models Robotics 128

Marktechpost

JULY 22, 2024

The rapid advancement of Artificial Intelligence (AI) and Machine Learning (ML) has highlighted the critical need for large, diverse, and high-quality datasets to train and evaluate foundation models. OAK dataset offers a comprehensive resource for AI research, derived from Wikipedia’s main categories.

AI Researcher 119

AI Researcher AI Research Data Scarcity Prompt Engineering 119

Marktechpost

JULY 25, 2024

Large language models (LLMs) show promise in solving high-school-level math problems using proof assistants, yet their performance still needs to improve due to data scarcity. Formal languages require significant expertise, resulting in limited corpora. If you like our work, you will love our newsletter.

Automation 102

Automation Data Scarcity Large Language Models Data Extraction 102

Marktechpost

OCTOBER 26, 2024

The model’s performance is evaluated using three distinct accuracy metrics: token-level accuracy for individual token assessment, sentence-level accuracy for evaluating coherent text segments, and response-level accuracy for overall output evaluation. If you like our work, you will love our newsletter.

AI Researcher 105

AI Researcher AI Research Data Scarcity Inference Engine 105