Update without bio format
Browse files- README.md +59 -113
- ner_multi.log → ner_no_bio.log +2 -2
README.md
CHANGED
@@ -220,119 +220,65 @@ Outputs:
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## Evaluation results
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```plain
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I-app_name 0.0000 0.0000 0.0000 101
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I-artist_name 0.7325 0.8246 0.7758 3819
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I-audiobook_author 0.8373 0.2800 0.4197 625
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I-audiobook_name 0.6729 0.5007 0.5742 2227
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I-business_name 0.7715 0.6326 0.6952 4265
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I-business_type 0.5932 0.4661 0.5220 1004
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I-change_amount 0.7876 0.8715 0.8274 817
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I-coffee_type 0.9160 0.5755 0.7069 417
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I-color_type 0.2781 0.1912 0.2266 272
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I-cooking_type 0.0000 0.0000 0.0000 17
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I-currency_name 0.8220 0.9327 0.8738 2005
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I-date 0.7864 0.8482 0.8161 15957
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I-definition_word 0.8707 0.6955 0.7733 1859
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I-device_type 0.8837 0.8907 0.8872 4172
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I-drink_type 0.0000 0.0000 0.0000 4
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I-email_address 0.9701 0.9794 0.9747 2911
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I-email_folder 0.6881 0.9186 0.7868 221
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I-event_name 0.6499 0.5553 0.5989 11745
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I-food_type 0.6568 0.7825 0.7141 3306
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I-game_name 0.8183 0.6053 0.6959 1652
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I-general_frequency 0.8168 0.8338 0.8252 1625
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I-house_place 0.9368 0.7289 0.8199 1302
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I-ingredient 0.2857 0.0070 0.0137 285
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I-joke_type 0.7941 0.6117 0.6910 309
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I-list_name 0.7382 0.3989 0.5179 1993
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I-meal_type 0.5699 0.8174 0.6716 334
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I-media_type 0.8355 0.7420 0.7860 4450
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I-movie_name 0.6250 0.1244 0.2075 201
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I-movie_type 0.0190 0.0541 0.0281 74
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I-music_album 0.0000 0.0000 0.0000 42
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I-music_descriptor 0.4231 0.5631 0.4832 293
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I-music_genre 0.6716 0.5455 0.6020 1087
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I-news_topic 0.6384 0.4187 0.5057 3824
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I-order_type 0.4850 0.8050 0.6053 523
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I-person 0.7844 0.8400 0.8113 8218
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I-personal_info 0.7343 0.8363 0.7820 727
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I-place_name 0.6855 0.6703 0.6778 8198
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I-player_setting 0.5293 0.4982 0.5132 1361
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I-playlist_name 0.4696 0.5182 0.4927 1729
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I-podcast_descriptor 0.7448 0.4563 0.5659 2584
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I-podcast_name 0.5923 0.5192 0.5534 1248
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I-radio_name 0.7907 0.8404 0.8148 5766
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I-relation 0.4455 0.4873 0.4655 788
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I-song_name 0.5495 0.7433 0.6319 3120
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I-sport_type 0.0000 0.0000 0.0000 0
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I-time 0.8115 0.8288 0.8201 18118
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I-time_zone 0.9708 0.1670 0.2850 1395
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I-timeofday 0.7531 0.5734 0.6511 1287
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I-transport_agency 0.6667 0.1961 0.3030 51
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I-transport_descriptor 0.6429 0.0849 0.1500 106
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I-transport_name 0.8469 0.5453 0.6634 497
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I-transport_type 0.9556 0.7248 0.8243 505
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I-weather_descriptor 0.7756 0.4046 0.5318 2887
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O 0.9502 0.9560 0.9531 1031927
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```
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## Evaluation results
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```plain
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+
precision recall f1-score support
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O 0.9537 0.9498 0.9517 1031927
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alarm_type 0.8214 0.1800 0.2953 511
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app_name 0.3448 0.5318 0.4184 660
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artist_name 0.7143 0.8487 0.7757 11413
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audiobook_author 0.7038 0.2971 0.4178 1232
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audiobook_name 0.7271 0.5381 0.6185 5090
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business_name 0.8301 0.7862 0.8075 15385
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business_type 0.7009 0.6196 0.6577 4600
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change_amount 0.8179 0.9104 0.8617 1663
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coffee_type 0.6147 0.8322 0.7071 876
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color_type 0.6999 0.9176 0.7941 2890
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cooking_type 0.7037 0.5184 0.5970 1003
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currency_name 0.8479 0.9686 0.9042 6501
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date 0.8667 0.9348 0.8995 49866
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definition_word 0.9043 0.8135 0.8565 8333
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device_type 0.8502 0.8825 0.8661 11631
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drink_type 0.0000 0.0000 0.0000 131
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email_address 0.9715 0.9747 0.9731 3986
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email_folder 0.5913 0.9740 0.7359 884
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event_name 0.7659 0.7630 0.7645 38625
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food_type 0.6502 0.8697 0.7441 12353
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game_name 0.8974 0.6275 0.7386 4518
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general_frequency 0.8012 0.8673 0.8329 3173
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house_place 0.9337 0.9168 0.9252 7067
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ingredient 0.5481 0.0491 0.0901 1161
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joke_type 0.8147 0.9101 0.8598 1435
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list_name 0.8411 0.7275 0.7802 8188
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meal_type 0.6072 0.8926 0.7227 2282
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media_type 0.8578 0.8522 0.8550 17751
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movie_name 0.4598 0.1856 0.2645 431
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movie_type 0.2673 0.4341 0.3309 364
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music_album 0.0000 0.0000 0.0000 146
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music_descriptor 0.2906 0.3979 0.3359 1053
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music_genre 0.7999 0.7483 0.7732 5908
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news_topic 0.7052 0.5702 0.6306 9265
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order_type 0.6374 0.8845 0.7409 2614
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person 0.8173 0.9376 0.8733 33708
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personal_info 0.7035 0.7444 0.7234 1976
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place_name 0.8616 0.8228 0.8417 38881
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player_setting 0.6429 0.6212 0.6319 5409
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playlist_name 0.5852 0.5293 0.5559 3671
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podcast_descriptor 0.7486 0.5413 0.6283 4951
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podcast_name 0.6858 0.5675 0.6211 3339
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radio_name 0.8196 0.8013 0.8103 9892
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relation 0.6662 0.8569 0.7496 6477
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song_name 0.5617 0.7527 0.6433 7251
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sport_type 0.0000 0.0000 0.0000 0
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time 0.9032 0.8195 0.8593 35456
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time_zone 0.8368 0.4467 0.5824 2823
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timeofday 0.7931 0.8459 0.8187 6140
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transport_agency 0.7876 0.7764 0.7820 1051
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transport_descriptor 0.5738 0.2756 0.3723 254
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transport_name 0.8497 0.5149 0.6412 1010
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transport_type 0.9303 0.8980 0.9139 6363
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weather_descriptor 0.8584 0.7466 0.7986 11702
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accuracy 0.9092 1455270
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macro avg 0.6940 0.6668 0.6613 1455270
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weighted avg 0.9111 0.9092 0.9086 1455270
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```
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ner_multi.log → ner_no_bio.log
RENAMED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:afc36ff90c602f30b36a62d156308284600f60eeeb3c9c774ebf7efbe02f358b
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size 22254103
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