https://github.com/kayoyin/scr
Signed Coreference Resolution (EMNLP 2021)
https://github.com/kayoyin/scr
coreference-resolution nlp sign-language
Last synced: 10 months ago
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Signed Coreference Resolution (EMNLP 2021)
- Host: GitHub
- URL: https://github.com/kayoyin/scr
- Owner: kayoyin
- License: bsd-3-clause
- Created: 2021-10-06T17:41:36.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2021-11-09T05:26:10.000Z (over 4 years ago)
- Last Synced: 2024-11-07T20:55:47.521Z (over 1 year ago)
- Topics: coreference-resolution, nlp, sign-language
- Language: Python
- Homepage:
- Size: 175 KB
- Stars: 4
- Watchers: 3
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Signed Coreference Resolution
This repository gathers the code, data and annotation interface for [Signed Coreference Resolution](https://aclanthology.org/2021.emnlp-main.405/)
To run the multigraph model:
```bash
python run-multigraph.py -in dgs-coref/data.json -out multigraph.out
```
To evaluate the outputs:
```bash
python format_conll.py --data dgs-coref/data.json --key > multigraph.key
python format_conll.py --data multigraph.out > multigraph.answer
perl scorer.pl all multigraph.key multigraph.answer > multigraph.score
```
Please cite the paper below if you found the resources in this repository useful:
```
@inproceedings{yin-etal-2021-signed,
title = "Signed Coreference Resolution",
author = "Yin, Kayo and
DeHaan, Kenneth and
Alikhani, Malihe",
booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing",
month = nov,
year = "2021",
address = "Online and Punta Cana, Dominican Republic",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.emnlp-main.405",
pages = "4950--4961",
}
```