Commit
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6ea412a
1
Parent(s):
55c3b8b
Create README.md
Browse files
README.md
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Big-Bird-base Span-detection model (based off extractive QA) for source detection.
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{
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| 4 |
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"INDIRECT QUOTE_loss": 2.1680643558502197,
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"INDIRECT QUOTE_f1": 0.5832819493021588,
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"INDIRECT QUOTE_e": 0.5954545454545455,
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"DIRECT QUOTE_loss": 2.801011085510254,
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"DIRECT QUOTE_f1": 0.5635643892446235,
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"DIRECT QUOTE_e": 0.6109725685785536,
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"BACKGROUND_loss": 3.1039113998413086,
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"BACKGROUND_f1": 0.611717346713872,
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| 12 |
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"BACKGROUND_e": 0.6445497630331753,
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"PUBLISHED WORK_loss": 3.808171510696411,
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"PUBLISHED WORK_f1": 0.4371806382199098,
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"PUBLISHED WORK_e": 0.48091603053435117,
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"STATEMENT_loss": 2.080826997756958,
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"STATEMENT_f1": 0.5286385342053358,
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"STATEMENT_e": 0.6842105263157895,
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| 19 |
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"SOCIAL MEDIA POST_loss": 4.998101711273193,
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"SOCIAL MEDIA POST_f1": 0.153008769008769,
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| 21 |
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"SOCIAL MEDIA POST_e": 0.2727272727272727,
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| 22 |
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"PRESS REPORT_loss": 4.468905448913574,
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| 23 |
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"PRESS REPORT_f1": 0.49912424740010947,
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| 24 |
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"PRESS REPORT_e": 0.5689655172413793,
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"DECLINED COMMENT_loss": 3.148961067199707,
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"DECLINED COMMENT_f1": 0.375,
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"DECLINED COMMENT_e": 0.5,
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| 28 |
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"PROPOSAL/ORDER/LAW_loss": 3.330847978591919,
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| 29 |
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"PROPOSAL/ORDER/LAW_f1": 0.33189112529318715,
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| 30 |
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"PROPOSAL/ORDER/LAW_e": 0.52,
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| 31 |
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"PRICE SIGNAL_loss": 4.048040866851807,
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| 32 |
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"PRICE SIGNAL_f1": 0.4912280701754385,
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| 33 |
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"PRICE SIGNAL_e": 0.5263157894736842,
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| 34 |
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"NARRATIVE_loss": 1.8141759634017944,
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"NARRATIVE_f1": 0.6115449846893029,
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| 36 |
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"NARRATIVE_e": 0.6985294117647058,
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| 37 |
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"DIRECT OBSERVATION_loss": 4.806377410888672,
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| 38 |
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"DIRECT OBSERVATION_f1": 0.01694915254237288,
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| 39 |
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"DIRECT OBSERVATION_e": 0.22033898305084745,
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| 40 |
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"COMMUNICATION_loss": 3.3593952655792236,
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| 41 |
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"COMMUNICATION_f1": 0.5574448529411764,
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| 42 |
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"COMMUNICATION_e": 0.578125,
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| 43 |
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"PUBLIC SPEECH_loss": 2.9915313720703125,
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"PUBLIC SPEECH_f1": 0.30833333333333335,
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| 45 |
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"PUBLIC SPEECH_e": 0.65,
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| 46 |
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"VOTE/POLL_loss": 5.5998759269714355,
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| 47 |
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"VOTE/POLL_f1": 0.3069828722002635,
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| 48 |
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"VOTE/POLL_e": 0.34782608695652173,
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| 49 |
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"COURT PROCEEDING_loss": 6.140444755554199,
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"COURT PROCEEDING_f1": 0.2898239538239538,
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"COURT PROCEEDING_e": 0.32,
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"full_loss": 2.76505708694458,
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"full_f1": 0.5431272378305184,
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"full_e": 0.5950782997762863
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}
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