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09/27/2022
Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge
Concept induction, which is based on formal logical reasoning over descr...
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03/30/2022
Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature
As part of the large number of scientific articles being published every...
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11/03/2020
Topic-Centric Unsupervised Multi-Document Summarization of Scientific and News Articles
Recent advances in natural language processing have enabled automation o...
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11/21/2017
Relating Input Concepts to Convolutional Neural Network Decisions
Many current methods to interpret convolutional neural networks (CNNs) u...
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10/11/2017
