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

1. Search Strategy: Combine keywords with semantic similarity
2. Citation Analysis: Build citation networks for key papers
3. Author Analysis: Identify influential researchers
4. Trend Detection: Track emerging research areas

Tools/Libraries

• Semantic Scholar API
• NetworkX
• sentence-transformers