Semantic Scholar Search
Purpose
Provides academic literature search capabilities using the Semantic Scholar API for citation-aware paper discovery and research trend identification.
Capabilities
- Keyword and semantic search across papers
- Citation network analysis
- Author influence scoring
- Research trend identification
- Paper recommendation based on reading history
- TLDR summary extraction
Usage Guidelines
- Search Strategy: Combine keywords with semantic similarity
- Citation Analysis: Build citation networks for key papers
- Author Analysis: Identify influential researchers
- Trend Detection: Track emerging research areas
Tools/Libraries
- Semantic Scholar API
- NetworkX
- sentence-transformers