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| [8] | Ranking-Constrained Learning with Rationales for Text Classification (Wang, Juanyan, Sharma, Manali and Bilgic, Mustafa), In Findings of the Association for Computational Linguistics: ACL 2022, Association for Computational Linguistics, 2022. |
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| [7] | Learning with rationales for document classification (Sharma, Manali and Bilgic, Mustafa), In Machine Learning, 2018. |
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| [6] | Evidence-based uncertainty sampling for active learning (Sharma, Manali and Bilgic, Mustafa), In Data Mining and Knowledge Discovery, volume 31, 2017. |
| [5] | Active learning: an empirical study of common baselines (Ramirez-Loaiza, Maria E., Sharma, Manali, Kumar, Geet and Bilgic, Mustafa), In Data Mining and Knowledge Discovery, volume 31, 2017. |
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| [4] | Towards Learning with Feature-Based Explanations for Document Classification (Sharma, Manali and Bilgic, Mustafa), In IJCAI Workshop on BeyondLabeler - Human is More than a Labeler, 2016. |
| [3] | Active Learning with Rationales for Identifying Operationally Significant Anomalies in Aviation (Sharma, Manali, Das, Kamalika, Bilgic, Mustafa, Matthews, Bryan, Nielsen, David and Oza, Nikunj), In Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML-PKDD), 2016. |
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| [2] | Active Learning with Rationales for Text Classification (Sharma, Manali, Zhuang, Di and Bilgic, Mustafa), In North American Chapter of the Association for Computational Linguistics – Human Language Technologies, 2015. |
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| [1] | Most-Surely vs. Least-Surely Uncertain (Sharma, Manali and Bilgic, Mustafa), In Proceedings of International Conference on Data Mining (ICDM), 2013. |