Documentation
- Query Refinement
- Research Lenses
- AI-Powered Semantic Search
- Unbiased Computational Analysis
- Research Landscape
- Research Landscape Synthesis
- Trends and Momentum
- Smart Select Filters
- AI Research Assistant
- Citation-Grounded Answers
- Hypothesis Generation
- Methodology Generation
- Mechanistic Links
- Network Analysis
- Foundational Papers
- Hub Papers
- Bridge Papers
- Novel Leads
- PDF Export
- Reference Export
- Zotero Integration
- LibKey Integration
- Personalized Research Feed
- Autopilot Mode
Documentation
Personalized Research Feed
The Research Feed is a personalized intelligence stream that monitors 40M+ publications and surfaces new papers aligned with your research interests. Unlike keyword alerts, it uses contrastive-learning embeddings to match papers by meaning, catching relevant work even when authors use different terminology.
How It Works
- Build your Library: Save papers to Library folders during your research sessions — these define your research interests
- Embedding learning: The system builds a semantic profile of your interests using contrastive-learning embeddings trained on your saved papers
- Continuous monitoring: New papers published in the last 3 months are continuously scored against your profile
- Personalized recommendations: The most relevant new papers appear in your feed, ranked by how closely they match your research context
Feed Features
- AI summaries: Each recommended paper includes an AI-generated explanation of why it matters to your specific research
- Relevance ratings: Rate papers as relevant or not relevant to fine-tune your recommendations over time
- Email alerts: Get notified when new high-relevance papers match your profile
- Add to research: Import recommended papers directly into active research sessions for deeper analysis
- Dismiss and refine: Dismiss irrelevant papers to improve future recommendations
Semantic vs. Keyword Alerts
Traditional keyword alerts miss papers that use different terminology for the same concepts. The Research Feed overcomes this by matching on meaning:
- Synonym handling: Catches papers using alternative names for genes, pathways, or techniques
- Conceptual matching: Finds papers discussing the same biological mechanisms in different disease contexts
- Bridge paper detection: Surfaces papers connecting your field to emerging breakthroughs in adjacent areas
Availability
The Personalized Research Feed with email alerts is available on all plans. The feed becomes more accurate as you rate recommendations and grow your Library.