Advanced Readability Analysis: Syntactic and Lexical Features for English Text

agentlans/advanced-readability-analysis provides syntactic and lexical complexity features calculated from English text snippets. The dataset is derived from the training split of the agentlans/readability dataset and was last updated on June 15, 2026. It is designed to help researchers study factors influencing reading difficulty beyond traditional formulas.

Use Cases

• Analyze reading difficulty based on rich syntactic and lexical complexity features.
• Study factors that cause conflicting results from traditional readability formulas.
• Train or evaluate machine learning models for readability assessment using the provided linguistic annotations.

Strengths

• Features are calculated from a known source dataset (agentlans/readability).
• The dataset is specifically designed to address limitations of traditional readability formulas.
• It was last updated on June 15, 2026.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count, file formats, and license information are unknown.
• Data may reflect source bias inherent to the original agentlans/readability dataset.

Provenance

Source

agentlans on Hugging Face

Collection Method

Linguistic annotations and complexity metrics were computed from the training split of the agentlans/readability dataset.

Freshness

Last updated 2026-06-15 04:03:11