Skip to content

Navigation Menu

Sign in
Appearance settings

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

Appearance settings

superCui7/StackOverflowNER

Open more actions menu
 
 

Repository files navigation

ECE-GY-6143 Machine Learning Final Project

Code and Named Entity Recognition on StackOverflow

This work is based on the paper and the repository.

The modified version of utils_fine_tune is here.

Please see the details in the report.

Dataset and Model for Fine-grained Software Entity Extraction

This repository contains all the code and data proposed in the paper: Code and Named Entity Recognition in StackOverflow. (ACL 2020). [Paper PDF]

For the source code of our NER tagger, check the code/NER/ folder.

For our annotated data with software-domain named entities, check the resources/annotated_ner_data/ folder.

To cite the data or the code included in this repository, please use the following bibtex entry:

  @inproceedings{Tabassum20acl,
      title = {Code and Named Entity Recognition in StackOverflow},
      author = "Tabassum, Jeniya and Maddela, Mounica and  Xu, Wei  and Ritter, Alan",
      booktitle = {The Annual Meeting of the Association for Computational Linguistics (ACL)},
      year = {2020}
  }

About

Source Code and Data for Software Domain NER

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors

Languages

  • Python 76.5%
  • Jupyter Notebook 21.3%
  • Perl 2.2%
Morty Proxy This is a proxified and sanitized view of the page, visit original site.