What Is Hugging Face Trending Papers?

Hugging Face Trending Papers is a section of the Hugging Face platform that showcases research papers gaining the most attention in the AI and machine learning community. It aggregates and displays trending scientific works, allowing users to explore influential papers across a wide range of topics, from foundational models to multimodal systems.

The page is organized by Daily, Weekly, and Monthly trends, helping visitors track the evolving research landscape.

Key Features

Curated Research Listings

The core feature is a feed of trending academic papers. Each listing typically includes the title, a concise description, author information, and links to both the research preprint (e.g., arXiv) and related code repositories on GitHub when available.

Trend Filters

Hugging Face allows users to filter trending papers by time period — such as Daily, Weekly, and Monthly — making it easier to follow short-term spikes in interest or longer-term trends in scientific discourse.

Upvote & Community Tags

Papers are often annotated with community engagement metrics (e.g., upvotes), reflecting their popularity and relevance among researchers. This user engagement helps signal which works are especially impactful.

Why It Matters

Stay Up-to-Date with Cutting-Edge Research

AI and machine learning evolve rapidly, with hundreds of new research papers published weekly. Trending Papers helps users quickly locate influential works worth reading, saving time for those doing literature reviews, academic research, or engineering innovation.

Connect Research to Real-World Tools

Many entries link directly to code repositories and implementations, making it easier for developers and practitioners to experiment with state-of-the-art methods without starting from scratch.

Community-Driven Discovery

Instead of relying solely on citation counts or publication venue, Hugging Face’s trending algorithm reflects real-time interest from the research community, highlighting works that are resonating with current trends.

How to Use Trending Papers

1. Browse the Trending List – View the latest papers by time frame (daily, weekly, monthly).
2. Read Abstracts & Summaries – Each paper entry typically has a preview or summary to help you understand the core idea.
3. Follow External Links – Access full research papers on arXiv and inspect project repositories on GitHub for implementations.

Best Practices for Researchers & Developers

1. Subscribe for Updates – Some versions allow subscribing to receive trending papers in your inbox.
2. Explore Beyond the Headlines – Use the trending listings as starting points and dive deeper into topics that align with your interests.
3. Bookmark Noteworthy Works – Create a personal list of papers to return to as research progresses.