Synthetic Data

Researchers from MIT BCS, the University of Cambridge, and the Alan Turing Institute explore the historical pursuit of automated mathematicians in artificial intelligence, emphasizing the recent impact of LLMs. It advocates a cognitive science perspective and...
The global phenomenon of LLM (Large Language Model) products, exemplified by the widespread adoption of ChatGPT, has gathered significant attention. A consensus has emerged among many individuals regarding the advantages of LLMs in comprehending natural language...

World Bank Researchers Open Source REaLTabFormer: A Tabular and Relational Synthetic Data Generation Model

The most prevalent type of data is tabular data. This form contains many datasets from surveys, censuses, and administrative sources. These datasets could include...

What is Synthetic Data, and What are Its Importance?

Information that is produced artificially rather than by actual events is known as synthetic data. Synthetic data is used to test mathematical models and...

Meet TAP-Vid: A Dataset of Videos Along With Point Tracks, Either Manually Annotated or Obtained From A Simulator

Imagine if we could study the motion of objects in videos by tracking their position and orientation and how different points on the object...

Researchers at MIT Startup ‘DataCebo,’ Introduce Synthetic Data Metrics: An Open-Source Python Library That Evaluates Synthetic Data By Comparing It To The Real Data...

Synthetic Data (SD) Metrics is a new tool developed by DataCebo, a startup born out of MIT's Computer Science & Artificial Intelligence Laboratory (CSAIL)...

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