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A Survey of the State of Explainable AI for Natural Language Processing.

, , , , , and . AACL/IJCNLP, page 447-459. Association for Computational Linguistics, (2020)

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Forecasting in multivariate irregularly sampled time series with missing values., , and . CoRR, (2020)Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks., , , and . AAAI, page 8212-8219. AAAI Press, (2022)LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking., , , , , , , and . ACL/IJCNLP (1), page 775-787. Association for Computational Linguistics, (2021)Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules., , , , , and . EMNLP, page 3863-3875. Association for Computational Linguistics, (2022)Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning., , , , , , , , , and 1 other author(s). ACL (1), page 6764-6776. Association for Computational Linguistics, (2023)Learning Electronic Health Records through Hyperbolic Embedding of Medical Ontologies., , , , , , , , , and . BCB, page 338-346. ACM, (2019)Cost-sensitive learning with conditional Markov networks., and . ICML, volume 148 of ACM International Conference Proceeding Series, page 801-808. ACM, (2006)HEIDL: Learning Linguistic Expressions with Deep Learning and Human-in-the-Loop., , , , and . ACL (3), page 135-140. Association for Computational Linguistics, (2019)Neuro-Symbolic Approaches for Text-Based Policy Learning., , , , , and . EMNLP (1), page 3073-3078. Association for Computational Linguistics, (2021)A Study on Interaction in Human-in-the-Loop Machine Learning for Text Analytics., , , , and . IUI Workshops, volume 2327 of CEUR Workshop Proceedings, CEUR-WS.org, (2019)