Litmaps is a platform that allows you to search a catalog of more than 270 million articles using citation and reference connections to find the most relevant works. In addition, it offers advanced filters (publication date, author, journal, H-index and SJR quartiles) that help you refine your search with precision. With its new semantic search, Litmaps identifies articles based on similarity of content in abstracts-ideal for emerging topics such as Generative AI-using artificial intelligence to capture conceptual nuances.
Collection management in Litmaps
You can create collections by dragging and tagging items with custom tags, making it easy to organize subtopics such as “Diffusion Models” or “Text-to-Image Applications”.
With Litmaps Pro, receive weekly alerts (Monitor) so you don’t miss new publications in your Generative AI area, based on your existing Litmaps. In addition, the integration with Zotero automatically synchronizes your collections, avoiding manual import tasks and keeping your library always up to date.
Sharing and collaboration
Set up a collaborative workspace in Litmaps Teams to share maps and collections with your lab or research team in Generative AI like a Google Docs for academic literature.
Generate public links or integrate your Litmaps into your blog or presentation, allowing colleagues and reviewers to view the structure of your research without the need for an account.
Example for Generative AI
- Architecture Exploration: start your Litmap with a paper (or several) originating for example from GANs or VAEs, and iteratively expand to cover recent variations and multimodal applications or agents.
- Research gap detection: use date and semantic filters to identify under-explored areas, such as advanced prompts in Diffusion Models.
- Continuous review: activate Monitor to receive each new article on “LLMs in code generation” directly in your Litmap, ensuring an always up-to-date bibliographic review.
Conclusion
Litmaps provides a comprehensive solution for searching, managing and sharing collections of scholarly articles, from initial exploration to team collaboration. Here is an example about Generative AI and Agents.
