Papers with Code Research Aspects Dataset

Aspects from the Papers with Code website. It was created by malteos and last updated on March 18, 2022.

Use Cases

• Analyze the distribution and frequency of aspects across research papers from paperswithcode.com.
• Use aspect labels to categorize or filter machine learning papers for literature reviews.
• Investigate relationships between different aspects to identify common research themes.

Strengths

• Derived from the established Papers with Code platform, which aggregates machine learning research.
• Last update was recorded on March 18, 2022, providing a temporal reference point.

Limitations

• The specific number of rows, columns, and data size are unknown, limiting assessment of scale.
• The dataset's recency is limited, as it has not been updated since March 2022.

Provenance

Source

paperswithcode.com

Collection Method

Extracted aspects from the Papers with Code dataset.

Freshness

Last updated March 18, 2022; update frequency is unknown.