2024
FairAD-XAI: Evaluation Framework for Explainable AI Methods in Alzheimer's Disease Detection with Fairness-in-the-loop
Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing
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05 Oct 2024
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10.1145/3675094.3678998
CoLAL: Co-learning Active Learning for Text Classification
Proceedings of the AAAI Conference on Artificial Intelligence
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24 Mar 2024
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10.1609/aaai.v38i12.29235
Stochastic Featurization for Active Learning
Lecture Notes in Computer Science
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01 Jan 2024
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10.1007/978-3-031-67751-9_5
2023
Active learning with feature matching for clinical named entity recognition
Natural Language Processing Journal
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01 Sep 2023
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10.1016/j.nlp.2023.100015
Gain more with less: Extracting information from business documents with small data
Expert Systems with Applications
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01 Apr 2023
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10.1016/j.eswa.2022.119274
2021
Information Extraction of Domain-Specific Business Documents with Limited Data
2021 International Joint Conference on Neural Networks (IJCNN)
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18 Jul 2021
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10.1109/ijcnn52387.2021.9534328
Loss-based Active Learning for Named Entity Recognition
2021 International Joint Conference on Neural Networks (IJCNN)
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18 Jul 2021
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10.1109/ijcnn52387.2021.9533675
Transformers-based information extraction with limited data for domain-specific business documents
Engineering Applications of Artificial Intelligence
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01 Jan 2021
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10.1016/j.engappai.2020.104100
2020
AURORA
Proceedings of the 29th ACM International Conference on Information & Knowledge Management
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19 Oct 2020
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10.1145/3340531.3417434
Sentence Compression as Deletion with Contextual Embeddings
Lecture Notes in Computer Science
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01 Jan 2020
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10.1007/978-3-030-63007-2_33