metadata
tags:
- spacy
- token-classification
language:
- en
model-index:
- name: en_student_name_detector
results:
- task:
name: NER
type: token-classification
metrics:
- name: NER Precision
type: precision
value: 0.8311688312
- name: NER Recall
type: recall
value: 0.8421052632
- name: NER F Score
type: f_score
value: 0.8366013072
6,293 student writing assignments were submitted as PDF files and student names were labeled by human raters (one rater per document). A preliminary model was trained and all disagreements between this model and the human annotations were adjudicated by two additional reviewers. The final labeled dataset has 1,155 student name annotations across 845 documents.
