Prune-and-Score: Learning for Greedy Coreference Resolution
Chao Ma, Janardhan Rao Doppa, Xiaoli Fern, Tom Dietterich, and Prasad Tadepalli (EMNLP 2014)
You need to install the Xgboost JVM-Package firstly to do the training and testing.
- Mention dump files: mentionDump.zip
You need to unzip and place the unzippedmentionDumpfolder at the project root path. - Pre-trained model file: xgb-models.zip
You need to unzip and place all the files in the unzipped folder at the project root path.
| Metric | Precision | Recall | F1 |
|---|---|---|---|
| Ment. Detec. | 71.11 | 88.10 | 78.70 |
| MUC | 65.73 | 81.20 | 72.65 |
| BCub | 52.17 | 72.44 | 60.66 |
| CEAF_e | 51.14 | 63.97 | 56.84 |
| CoNLL | - | - | 63.38 |
- Contact
Chao Ma (machao@engr.orst.edu, nkg114mc@hotmail.com)
Oregon State University.