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Results comparison of different context encoders w/ and w/o weighted mechanism for ADR detection tasks.

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Figshare2022-06-15 更新2026-04-28 收录
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https://figshare.com/articles/dataset/Results_comparison_of_different_context_encoders_w_and_w_o_weighted_mechanism_for_ADR_detection_tasks_/20075823
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The proposed weighted CRF significantly outperformed several baselines on both the Twitter and PubMed datasets. In addition, the weighting strategy on both softmax and CRF can alleviate the imbalanced data distribution, and they thus outperformed their conventional versions by about 1.1% and 1.8% on average across the two ADR tasks.
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2022-06-15
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