---
title: "MaartenGr/BERTopic: papers citing this GitHub repository"
description: "4 papers in the tracked journals link to the GitHub repository MaartenGr/BERTopic in their Crossref records, the first in 2025; most of them (2) in 2026."
url: https://scholar4ai.com/code/github-maartengr-bertopic
markdown_url: https://scholar4ai.com/code/github-maartengr-bertopic.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "4 papers in the tracked journals link to the GitHub repository MaartenGr/BERTopic in their Crossref records, the first in 2025; most of them (2) in 2026. (as of 2026-11-03)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-03T14:43:26+09:00
window: 2026-10-05 to 2026-11-03
source: OpenAlex (CC0)
---

# MaartenGr/BERTopic: papers linking to it

Research papers in the 480 tracked journals that link to MaartenGr/BERTopic (https://github.com/MaartenGr/BERTopic), read from their Crossref records: by year, category and journal, the family tree of papers building on one another, and the linked repositories derived from it or that it derives from.

- GitHub
- 7,928 stars
- 932 forks
- Python
- license MIT
- created 2020
- https://github.com/MaartenGr/BERTopic

All repositories: https://scholar4ai.com/code.md

## Key findings

- 4 papers in the tracked journals link to the GitHub repository MaartenGr/BERTopic in their Crossref records, the first in 2025; most of them (2) in 2026.
- By category: AI (2), Higher Education and Research (1) and Information Systems (1); the journals with the most are Scientometrics (1), Expert Systems with Applications (1) and International Journal of Information Management Data Insights (1).

## By year

*Papers linking to MaartenGr/BERTopic by publication year*

| Year | Papers |
|---|---:|
| 2025 | 2 |
| 2026 | 2 |

## Journals

*Journals whose papers link to MaartenGr/BERTopic most*

| Journal | Papers |
|---|---:|
| [Scientometrics](https://scholar4ai.com/journals/scientometrics.md) | 1 |
| [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 1 |
| [International Journal of Information Management Data Insights](https://scholar4ai.com/journals/international-journal-of-information-management-data-insights.md) | 1 |
| [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 1 |

## Papers

*Papers linking to MaartenGr/BERTopic, most cited first*

| Published | Title | Journal | Authors | Citations | Link |
|---|---|---|---|---:|---|
| 2025-05-31 | [Capturing research literature attitude towards sustainable development goals: an LLM-based topic modeling approach](https://doi.org/10.1186/s40537-025-01189-4) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Francesco Invernici, Francesca Curati, Jelena Jakimov et al. | 15 | cites it |
| 2025-07-21 | [Securing the metaverse: Machine learning–based perspectives on risk, trust, and governance](https://doi.org/10.1016/j.jjimei.2025.100356) | [International Journal of Information Management Data Insights](https://scholar4ai.com/journals/international-journal-of-information-management-data-insights.md) | Krishnashree Achuthan, Sasangan Ramanathan, Raghu Raman R | 12 | cites it |
| 2026-02-26 | [CCMH: An intelligent system for cross-condition mental health text analysis via semantic dictionary learning](https://doi.org/10.1016/j.eswa.2026.131771) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Muhammad Usman Khalid, Malik Muhammad Nauman, Shafiq Ur Rehman et al. | 2 | cites it |
| 2026-08-03 | [Bag-of-words or embedding-based topic models? Comparing LDA, BERTopic, and six other methods](https://doi.org/10.1007/s11192-026-05745-4) | [Scientometrics](https://scholar4ai.com/journals/scientometrics.md) | Jean-Charles Lamirel, Francis Lareau, Thibault Prouteau et al. | 1 | cites it |

## How this is measured

Links are read from each paper's Crossref record as its publisher deposited it: the URLs and repository DOIs in its reference list (the software and data it cites) and its supplementary links (“is-supplemented-by”: its own code or data). A paper that gives its code only in the text, a footnote or a data availability statement is not counted, and some publishers deposit reference lists without their URLs, so every count here is a lower bound. Repository details come from the GitHub REST API (stars, forks, and the repository a fork was made from), the Hugging Face Hub API (likes, downloads, and the base model a model was derived from) and DataCite (Zenodo and other data DOIs, and the GitHub release a Zenodo record archives), read again every month.

## Cite this page

Scholar4AI. (2026). MaartenGr/BERTopic: papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/github-maartengr-bertopic

```bibtex
@misc{scholar4ai-code-github-maartengr-bertopic,
  author = {{Scholar4AI}},
  title = {MaartenGr/BERTopic: papers linking to it},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/code/github-maartengr-bertopic}},
  urldate = {2026-11-03},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).