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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