Commit Β·
9eaaff8
1
Parent(s): bb0d99c
Added HuggingFace spaces metadata
Browse files
README.md
CHANGED
|
@@ -1,11 +1,26 @@
|
|
| 1 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2 |
|
| 3 |
-
|
|
|
|
|
|
|
| 4 |
|
| 5 |
## Features
|
| 6 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7 |
- **Linear concept tracking**: Follow concept evolution from seed papers forward through time
|
| 8 |
-
- **Local embeddings**:
|
| 9 |
- **Kalman filtering**: Velocity and acceleration constraints prevent unrealistic concept jumps
|
| 10 |
- **ArXiv integration**: Automatic paper fetching and metadata extraction
|
| 11 |
- **REST API**: FastAPI backend with JSON responses
|
|
|
|
| 1 |
+
---
|
| 2 |
+
title: ArXiv Concept Tracker
|
| 3 |
+
emoji: π
|
| 4 |
+
colorFrom: blue
|
| 5 |
+
colorTo: indigo
|
| 6 |
+
sdk: docker
|
| 7 |
+
pinned: false
|
| 8 |
+
app_port: 8000
|
| 9 |
+
---
|
| 10 |
|
| 11 |
+
# ArXiv Concept Tracker
|
| 12 |
+
|
| 13 |
+
Track how research concepts evolve over time using AI-powered semantic embeddings and Kalman filtering.
|
| 14 |
|
| 15 |
## Features
|
| 16 |
|
| 17 |
+
- π **Search ArXiv papers** by keyword
|
| 18 |
+
- π **Track concept evolution** through time windows
|
| 19 |
+
- π§ **Semantic similarity** with embeddings (MiniLM-L6-v2)
|
| 20 |
+
- π **Interactive timeline** visualization
|
| 21 |
+
- π― **Kalman filter** for smooth concept tracking
|
| 22 |
- **Linear concept tracking**: Follow concept evolution from seed papers forward through time
|
| 23 |
+
- **Local embeddings**: sentence-transformers (no API costs)
|
| 24 |
- **Kalman filtering**: Velocity and acceleration constraints prevent unrealistic concept jumps
|
| 25 |
- **ArXiv integration**: Automatic paper fetching and metadata extraction
|
| 26 |
- **REST API**: FastAPI backend with JSON responses
|