PHI_RE

A Project for Relation Extraction
Data statics:

1. 1895 samples, 1888 after dropna
2. 95944 entities records, 19989/34(name/type) entities (14948 not in wordvector)
3. 54622 relation records, 21 relation types(+1 no relation = 22)

Relation Sample

R742a31d5 38874
R494545ec 11205
R1c836a8a 1524
Rd9a4dbac 1150
Rfbf8550f 379
R477f9b0d 259
Rc747830b 298
R662d1c7a 470
Rba9307a6 234
R96f22085 47
R505e602c 5
Rdee0fe97 67
R9694c416 11
Re74b250a 7
R364aadf6 24
R58b3b8dd 15
R42de0b96 44
R98513c75 1
R8a5f4611 5
R1af90188 1
R3cf42cd3 2

Entity Sample

E95f2a617 3222
E320ca3f6 6344
E340ca71c 22230
E1ceb2bd7 3710
E1deb2d6a 9757
E370cabd5 6203
E360caa42 5293
E310ca263 6973
E300ca0d0 9501
E18eb258b 4533
E3c0cb3b4 6289
E1beb2a44 1664
E3d0cb547 1026
E14eb1f3f 406
E8ff29ca5 1677
E330ca589 1487
E89f29333 1093
E8ef29b12 217
E1eeb2efd 1637
E1aeb28b1 211
E17eb23f8 670
E87f05176 407
E88f05309 355
E19eb271e 153
E8df2997f 135
E94f2a484 585
E13eb1dac 58
E85f04e50 6
E8bf057c2 7
E8cf297ec 6
E8ff05e0e 18
E87e38583 6
E86f04fe3 1
E8cf05955 64

Result

Precision：0.9376
Recall：0.8798
macro F1-score：0.9068