# Understanding the Impact of Artificial Intelligence in Academic Writing: Metadata to the Rescue

arXiv: https://arxiv.org/abs/2502.16713 · HTML: https://mlsanity.com/paper/2502.16713/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- Builds on 2 of its 10 references that are in the map.
- First posted on arXiv 23 Feb 2025.

## Builds on (most cited first, 2 of 2)

- [Do large language models resemble humans in language use?](https://mlsanity.com/paper/2303.08014/) (2023)
- [Emergence of a phonological bias in ChatGPT](https://mlsanity.com/paper/2305.15929/) (2023)

## Built on by (most cited first, 1 of 1)

- [ARISE: Agentic Rubric-Guided Iterative Survey Engine for Automated Scholarly Paper Generation](https://mlsanity.com/paper/2511.17689/) (2025)

## Abstract (arXiv)

This column advocates for including artificial intelligence (AI)-specific metadata on those academic papers that are written with the help of AI in an attempt to analyze the use of such tools for disseminating research.