Enity Linking

Quick Start

• You can run linking like this:

python entity_linking.py --help
python entity_linking.py --model_type crf --query_dir ../entity_detection/crf/query_text

• You must provide the model type argument (--model_type). Change the argument for query directory (--query_dir) according to the model type.

Results

Entity Linking with BiLSTM

Dataset	1@R	3@R	5@R	10@R	20@R	50@R	100@R
Test	65.002542	76.429529	79.790135	83.127629	85.753247	88.383488	90.315721

Entity Linking with CRF

Dataset	1@R	3@R	5@R	10@R	20@R	50@R	100@R
Test	63.731336	74.728424	78.310914	81.532843	83.996672	86.742477	88.781029