https://github.com/aayushpatel007/sifrank-keyphrases
An easy to set up and use "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model" using Docker image on GPU as well as CPU.
https://github.com/aayushpatel007/sifrank-keyphrases
Last synced: 7 months ago
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An easy to set up and use "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model" using Docker image on GPU as well as CPU.
- Host: GitHub
- URL: https://github.com/aayushpatel007/sifrank-keyphrases
- Owner: Aayushpatel007
- Created: 2020-06-21T02:08:15.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2022-10-05T00:00:29.000Z (about 3 years ago)
- Last Synced: 2025-01-15T14:00:30.883Z (9 months ago)
- Language: Python
- Size: 15.7 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 5
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# SIFRank-keyphrases
An easy to set up and use "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model" using Docker and Flask on GPU as well as CPU.
Original Repository:
https://github.com/sunyilgdx/SIFRank
Usage:
FOR GPU:
```
docker run -p 5000:5000 aayushpatel007/unsupervised-keyphrase-extraction-sifrank 0
```
For CPU usage:
```
docker run -p 5000:5000 aayushpatel007/unsupervised-keyphrase-extraction-sifrank -1
```
API:
```
http:\\server_ip:5000\sifrank
POST:
{
'text' : ' ',
'N': 10 , #Number of keyphrases
'Sifrankplus' ,1 # Use SIFRank+ if yes ==1 and no ==0
}
```
```
@article{DBLP:journals/access/SunQZWZ20,
author = {Yi Sun and
Hangping Qiu and
Yu Zheng and
Zhongwei Wang and
Chaoran Zhang},
title = {SIFRank: {A} New Baseline for Unsupervised Keyphrase Extraction Based
on Pre-Trained Language Model},
journal = {{IEEE} Access},
volume = {8},
pages = {10896--10906},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2965087},
doi = {10.1109/ACCESS.2020.2965087},
timestamp = {Fri, 07 Feb 2020 12:04:22 +0100},
biburl = {https://dblp.org/rec/journals/access/SunQZWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
```