Create README.md

README.md

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+Sentence-level RoBERTa classification model described in: https://arxiv.org/pdf/2305.14904.pdf
+
+{
+"DIRECT QUOTE_f1": 0.9091934574168077,
+"full_f1": 0.8669508638097375,
+"BACKGROUND_f1": 0.0,
+"NO QUOTE_f1": 0.0, 
+"INDIRECT QUOTE_f1": 0.9873617693522906, 
+"PUBLISHED WORK_f1": 0.806282722513089,
+"STATEMENT_f1": 0.9298892988929889, 
+"PRESS REPORT_f1": 0.936936936936937,
+"DECLINED COMMENT_f1": 1.0, 
+"SOCIAL MEDIA POST_f1": 0.9130434782608696, 
+"PROPOSAL/ORDER/LAW_f1": 0.6611570247933884,
+"PRICE SIGNAL_f1": 0.5925925925925926,
+"NARRATIVE_f1": 0.0,
+"DIRECT OBSERVATION_f1": 0.33333333333333337, 
+"COMMUNICATION_f1": 0.9320388349514563, 
+"PUBLIC SPEECH_f1": 0.972972972972973,
+"VOTE/POLL_f1": 0.8823529411764706,
+"COURT PROCEEDING_f1": 0.8490566037735848
+}