Publications Conference proceedings (45) MEmbER: Max-Margin Based Embeddings for Entity Retrieval Author(s): Jameel, Shoaib, Bouraoui, Zied and Schockaert, Steven Published in: 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017 Publisher: ACM Learning predictive categories using lifted relational neural networks Author(s): Sourek, Gustav, Manandhar, Suresh, Zelezny, Filip, Schockaert, Steven and Kuzelka, Ondrej Published in: Lecture Notes in Computer Science, Issue 10326, 2017, Page(s) 108-119 Publisher: Springer Modeling context words as regions: an ordinal regression approach to word embedding Author(s): Jameel, Shoaib and Schockaert, Steven Published in: SIGNLL Conference on Computational Natural Language Learning, 2017 Publisher: ACL Induction of Interpretable Possibilistic Logic Theories from Relational Data Author(s): Kuzelka, Ondrej; Davis, Jesse; Schockaert, Steven Published in: International Joint Conference on Artificial Intelligence (IJCAI), Issue 1, 2017 Publisher: AAAI Press Jointly learning word embeddings and latent topics Author(s): Shi, Bei, Lam, Wai, Jameel, Shoaib, Schockaert, Steven and Lai, Kwun Ping Published in: 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017 Publisher: ACM Inductive reasoning in ontologies using conceptual spaces Author(s): Bouraoui, Zied, Jameel, Shoaib and Schockaert, Steven Published in: 31st AAAI Conference on Artificial Intelligence, 2017 Publisher: AAAI Press Using Flickr for characterizing the environment: an exploratory analysis Author(s): Jeawak, Shelan, Jones, Christopher B. and Schockaert, Steven Published in: 13th International Conference on Spatial Information Theory, 2017 Publisher: Leibniz International Proceedings in Informatics Stacked Structure Learning for Lifted Relational Neural Networks Author(s): Sourek, Gustav; Svatos, Martin; Zelezny, Filip; Schockaert, Steven; Kuzelka, Ondrej Published in: International Conference on Inductive Logic Programming, 2017 Publisher: Springer Relational marginal problems: theory and estimation Author(s): Kuzelka, Ondrej; Wang, Yuyi; Davis, Jesse; Schockaert, Steven Published in: 32nd AAAI Conference on Artificial Intelligence, 2018 Publisher: AAAI Press Syntactically aware neural architectures for definition extraction Author(s): Espinosa-Anke, Luis and Schockaert, Steven Published in: Proceedings of NAACL-HLT, 2018 Publisher: ACL Pruning hypothesis spaces using learned domain theories Author(s): Svatos, Martin, Sourek, Gustav, Zelezny, Filip, Schockaert, Steven and Kuzelka, Ondrej Published in: International Conference on Inductive Logic Programming, 2017 Publisher: Springer Exploring urban lifestyles using a nonparametric temporal graphical model Author(s): Shoaib Jameel, Yi Lao, Wai Lam, Steven Schockaert, Xing Xie Published in: Proceedings of the ACM International Conference on the Theory of Information Retrieval, 2016 Publisher: ACM Who wants to join me? Companion recommendation in location based social networks Author(s): Yi Liao, Wai Lam, Shoaib Jameel, Steven Schockaert, Xing Xie Published in: Proceedings of the ACM International Conference on the Theory of Information Retrieval, 2016 Publisher: ACM Lexical inference as a spatial reasoning problem Author(s): Steven Schockaert Published in: Proceedings of the International Workshop on Spatio-Temporal Dynamics, 2015 Publisher: online only Qualitative reasoning about directions in semantic spaces Author(s): Steven Schockaert, Jae Hee Lee Published in: Proceedings of the International Joint Conference on Artificial Intelligence, 2015 Publisher: AAAI Press D-GloVe: A feasible least squares model for estimating word embedding densities Author(s): Shoaib Jameel, Steven Schockaert Published in: Proceedings of the 26th International Conference on Computational Linguistics, 2016 Publisher: ACL Entity embeddings with conceptual subspaces as a basis for plausible reasoning Author(s): Shoaib Jameel, Steven Schockaert Published in: Proceedings of the 22nd European Conference on Artificial Intelligence, 2016 Publisher: IOS Press Encoding large RCC8 scenarios using rectangular pseudo-solutions Author(s): Zhiguo Long, Steven Schockaert, Sanjiang Li Published in: Proceedings of the 15th International Conference on Principles of Knowledge Representation and Reasoning, 2016 Publisher: AAAI Press A unified posterior regularized topic model with maximum margin for learning-to-rank Author(s): Shoaib Jameel, Wai Lam, Steven Schockaert, Lidong Bing Published in: Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015 Publisher: ACM Plausible reasoning based on qualitative entity embeddings Author(s): Steven Schockaert, Shoaib Jameel Published in: Proceedings of the 25th International Joint Conference on Artificial Intelligence, 2016 Publisher: AAAI Inducing symbolic rules from entity embeddings using auto-encoders Author(s): Thomas Ager, Ondrej Kuzelka, Steven Schockaert Published in: Proceedings of the 11th International Workshop on Neural-Symbolic Learning and Reasoning, 2016 Publisher: CEUR-Ws.org Inconsistency-Tolerant Query Answering: Rationality Properties and Computational Complexity Analysis Author(s): Jean-François Baget, Salem Benferhat, Zied Bouraoui, Madalina Croitoru, Marie-Laure Mugnier, Odile Papini, Swan Rocher, Karim Tabia Published in: Proceedings of the 15th European Conference on Logics in Artificial Intelligence, 2016 Publisher: Springer Improving Cross-Lingual Word Embeddings by Meeting in the Middle Author(s): Doval, Yerai; Camacho-Collados, Jose; Espinosa-Anke, Luis; Schockaert, Steven Published in: Proceedings of EMNLP, Issue 1, 2018 Publisher: ACL SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors Author(s): Espinosa-Anke, Luis; Schockaert, Steven Published in: Proceedings of COLING, Issue 1, 2018 Publisher: ACL PAC-Reasoning in Relational Domains Author(s): Kuzelka, Ondrej; Wang, Yuyi; Davis, Jesse; Schockaert, Steven Published in: Proceedings of UAI, Issue 1, 2018 Publisher: AUAI Embedding Geographic Locations for Modelling the Natural Environment using Flickr Tags and Structured Data Author(s): Jeawak, Shelan S.; Jones, Christopher B.; Schockaert, Steven Published in: Proceedings of ECIR, Issue 1, 2019 Publisher: Springer Learning Conceptual Space Representations of Interrelated Concepts Author(s): Bouraoui, Zied; Schockaert, Steven Published in: Proceedings of IJCAI, Issue 2, 2018 Publisher: IJCAI Cardiff University at Author(s): Carla Pérez-Almendros, Luis Espinosa-Anke, Steven Schockaert Published in: Proceedings of the 13th International Workshop on Semantic Evaluation, 2019, Page(s) 929-933 Publisher: Association for Computational Linguistics DOI: 10.18653/v1/s19-2158 Interpretable Emoji Prediction via Label-Wise Attention LSTMs Author(s): Francesco Barbieri, Luis Espinosa-Anke, Jose Camacho-Collados, Steven Schockaert, Horacio Saggion Published in: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018, Page(s) 4766-4771 Publisher: Association for Computational Linguistics DOI: 10.18653/v1/d18-1508 Reasoning about Betweenness and RCC8 Constraints in Qualitative Conceptual Spaces Author(s): Steven Schockaert, Sanjiang Li Published in: Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018, Page(s) 1963-1969, ISBN 9780-999241127 Publisher: International Joint Conferences on Artificial Intelligence Organization DOI: 10.24963/ijcai.2018/271 Relation induction in word embeddings revisited Author(s): Zied Bouraoui, Shoaib Jameel, Steven Schockaert Published in: Proceedings of COLING, 2018 Publisher: ACL Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors Author(s): Shoaib Jameel, Steven Schockaert Published in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, Page(s) 3319-3328 Publisher: Association for Computational Linguistics DOI: 10.18653/v1/p19-1321 A Latent Variable Model for Learning Distributional Relation Vectors Author(s): Jose Camacho-Collados, Luis Espinosa-Anke, Shoaib Jameel, Steven Schockaert Published in: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019, Page(s) 4911-4917, ISBN 978-0-9992411-4-1 Publisher: International Joint Conferences on Artificial Intelligence Organization DOI: 10.24963/ijcai.2019/682 From Knowledge Graph Embedding to Ontology Embedding? An Analysis of the Compatibility between Vector Space Representations and Rules Author(s): Gutiérrez-Basulto, Víctor; Schockaert, Steven Published in: Proceedings of KR, Issue 3, 2018 Publisher: AAAI Press Unsupervised Learning of Distributional Relation Vectors Author(s): Shoaib Jameel, Zied Bouraoui, Steven Schockaert Published in: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2018, Page(s) 23-33 Publisher: Association for Computational Linguistics DOI: 10.18653/v1/p18-1003 Predicting ConceptNet Path Quality Using Crowdsourced Assessments of Naturalness Author(s): Yilun Zhou, Steven Schockaert, Julie Shah Published in: The World Wide Web Conference on - WWW '19, 2019, Page(s) 2460-2471, ISBN 9781-450366748 Publisher: ACM Press DOI: 10.1145/3308558.3313486 Relational Word Embeddings Author(s): Camacho-Collados, Jose; Espinosa-Anke, Luis; Schockaert, Steven Published in: Proceedings of ACL, Issue 3, 2019 Publisher: ACL Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces Author(s): Thomas Ager, Ondřej Kuželka, Steven Schockaert Published in: Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018, Page(s) 530-540 Publisher: Association for Computational Linguistics DOI: 10.18653/v1/k18-1051 Learning Household Task Knowledge from WikiHow Descriptions Author(s): Yilun Zhou, Julie Shah, Steven Schockaert Published in: Proceedings of SemDeep, 2019 Publisher: ACL Syntactically Aware Neural Architectures for Definition Extraction Author(s): Luis Espinosa Anke, Steven Schockaert Published in: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers), 2018, Page(s) 378-385 Publisher: Association for Computational Linguistics DOI: 10.18653/v1/n18-2061 VC-dimension based generalization bounds for relational learning Author(s): Kuzelka, Ondrej; Wang, Yuyi; Schockaert, Steven Published in: Proceedings of ECML/PKDD, Issue 2, 2018 Publisher: Springer Learning Cross-lingual Embeddings from Twitter via Distant Supervision Author(s): Camacho-Collados, Jose; Doval, Yerai; Martínez-Cámara, Eugenio; Espinosa-Anke, Luis; Barbieri, Francesco; Schockaert, Steven Published in: International Conference on Weblogs and Social Media (ICWSM), 2020 Publisher: AAAI Inducing Relational Knowledge from BERT Author(s): Zied Bouraoui, José Camacho-Collados, Steven Schockaert Published in: The Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020 Publisher: AAAI Modelling Semantic Categories Using Conceptual Neighborhood Author(s): Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert Published in: The Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020 Publisher: AAAI Learning Conceptual Spaces with Disentangled Facets Author(s): Rana Alshaikh, Zied Bouraoui, Steven Schockaert Published in: Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL), 2019, Page(s) 131-139 Publisher: Association for Computational Linguistics DOI: 10.18653/v1/k19-1013 Peer reviewed articles (7) Generalized possibilistic logic: foundations and applications to qualitative reasoning about uncertainty Author(s): Dubois, Didier, Prade, Henri and Schockaert, Steven Published in: Artificial Intelligence, 2017, ISSN 0004-3702 Publisher: Elsevier BV Repairing inconsistent answer set programs using rules of thumb: a gene regulatory networks case study Author(s): Merhej, Elie, Schockaert, Steven and De Cock, Martine Published in: International Journal of Approximate Reasoning, Issue 83, 2017, ISSN 0888-613X Publisher: Elsevier BV Lifted relational neural networks: Efficient learning of latent relational structures Author(s): Sourek, Gustav, Aschenbrenner, Vojtech, Zelezny, Filip, Schockaert, Steven and Kuzelka, Ondrej Published in: Journal of Artificial Intelligence Research, 2018, ISSN 1076-9757 Publisher: Morgan Kaufmann Publishers, Inc. Indexing large geographic datasets with compact qualitative representation Author(s): Zhiguo Long, Matt Duckham, Sanjiang Li, Steven Schockaert Published in: International Journal of Geographical Information Science, 2016, ISSN 1365-8816 Publisher: Taylor & Francis Automated Rule Base Completion as Bayesian Concept Induction Author(s): Zied Bouraoui, Steven Schockaert Published in: Proceedings of the AAAI Conference on Artificial Intelligence, Issue 33, 2019, Page(s) 6228-6235, ISSN 2374-3468 Publisher: AAAI Press DOI: 10.1609/aaai.v33i01.33016228 Word Embedding as Maximum A Posteriori Estimation Author(s): Shoaib Jameel, Zihao Fu, Bei Shi, Wai Lam, Steven Schockaert Published in: Proceedings of the AAAI Conference on Artificial Intelligence, Issue 33, 2019, Page(s) 6562-6569, ISSN 2374-3468 Publisher: AAAI Press DOI: 10.1609/aaai.v33i01.33016562 Predicting environmental features by learning spatiotemporal embeddings from social media Author(s): Shelan S. Jeawak, Christopher B. Jones, Steven Schockaert Published in: Ecological Informatics, Issue 55, 2020, Page(s) 101031, ISSN 1574-9541 Publisher: Elsevier BV DOI: 10.1016/j.ecoinf.2019.101031 Book chapters (2) $$\exists $$ -ASP for Computing Repairs with Existential Ontologies Author(s): Jean-François Baget, Zied Bouraoui, Farid Nouioua, Odile Papini, Swan Rocher, Eric Würbel Published in: Scalable Uncertainty Management, 2016, Page(s) 230-245, ISBN 978-3-319-45856-4 Publisher: Springer International Publishing DOI: 10.1007/978-3-319-45856-4_16 Ontology Completion Using Graph Convolutional Networks Author(s): Na Li, Zied Bouraoui, Steven Schockaert Published in: The Semantic Web – ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings, Part I, Issue 11778, 2019, Page(s) 435-452, ISBN 978-3-030-30792-9 Publisher: Springer International Publishing DOI: 10.1007/978-3-030-30793-6_25 Searching for OpenAIRE data... 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