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quote-detection__roberta-base-sentence
alex2awesome/quote-detection__roberta-base-sentence
quote-detection__roberta-base-sentence is a machine learning model from alex2awesome. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
Sentence-level RoBERTa classification model described in: https://arxiv.org/pdf/2305.14904.pdf
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At a glance
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Jan 12, 2023
- Updated
- Nov 3, 2023
- SHA
- 88bc9593
Model card
From the Hugging Face model README
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 }
- Library
- transformers
- Type
- roberta
- Created
- Jan 12, 2023
- Updated
- Nov 3, 2023