Formal lexically informed logics for searching the web

MEmbER: Max-Margin Based Embeddings for Entity Retrieval

Auteurs: Jameel, Shoaib, Bouraoui, Zied and Schockaert, Steven
Publié dans: 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Éditeur: ACM

Learning predictive categories using lifted relational neural networks

Auteurs: Sourek, Gustav, Manandhar, Suresh, Zelezny, Filip, Schockaert, Steven and Kuzelka, Ondrej
Publié dans: Lecture Notes in Computer Science, Numéro 10326, 2017, Page(s) 108-119
Éditeur: Springer

Modeling context words as regions: an ordinal regression approach to word embedding

Auteurs: Jameel, Shoaib and Schockaert, Steven
Publié dans: SIGNLL Conference on Computational Natural Language Learning, 2017
Éditeur: ACL

Induction of Interpretable Possibilistic Logic Theories from Relational Data

Auteurs: Kuzelka, Ondrej; Davis, Jesse; Schockaert, Steven
Publié dans: International Joint Conference on Artificial Intelligence (IJCAI), Numéro 1, 2017
Éditeur: AAAI Press

Jointly learning word embeddings and latent topics

Auteurs: Shi, Bei, Lam, Wai, Jameel, Shoaib, Schockaert, Steven and Lai, Kwun Ping
Publié dans: 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Éditeur: ACM

Inductive reasoning in ontologies using conceptual spaces

Auteurs: Bouraoui, Zied, Jameel, Shoaib and Schockaert, Steven
Publié dans: 31st AAAI Conference on Artificial Intelligence, 2017
Éditeur: AAAI Press

Using Flickr for characterizing the environment: an exploratory analysis

Auteurs: Jeawak, Shelan, Jones, Christopher B. and Schockaert, Steven
Publié dans: 13th International Conference on Spatial Information Theory, 2017
Éditeur: Leibniz International Proceedings in Informatics

Stacked Structure Learning for Lifted Relational Neural Networks

Auteurs: Sourek, Gustav; Svatos, Martin; Zelezny, Filip; Schockaert, Steven; Kuzelka, Ondrej
Publié dans: International Conference on Inductive Logic Programming, 2017
Éditeur: Springer

Relational marginal problems: theory and estimation

Auteurs: Kuzelka, Ondrej; Wang, Yuyi; Davis, Jesse; Schockaert, Steven
Publié dans: 32nd AAAI Conference on Artificial Intelligence, 2018
Éditeur: AAAI Press

Syntactically aware neural architectures for definition extraction

Auteurs: Espinosa-Anke, Luis and Schockaert, Steven
Publié dans: Proceedings of NAACL-HLT, 2018
Éditeur: ACL

Pruning hypothesis spaces using learned domain theories

Auteurs: Svatos, Martin, Sourek, Gustav, Zelezny, Filip, Schockaert, Steven and Kuzelka, Ondrej
Publié dans: International Conference on Inductive Logic Programming, 2017
Éditeur: Springer

Exploring urban lifestyles using a nonparametric temporal graphical model

Auteurs: Shoaib Jameel, Yi Lao, Wai Lam, Steven Schockaert, Xing Xie
Publié dans: Proceedings of the ACM International Conference on the Theory of Information Retrieval, 2016
Éditeur: ACM

Who wants to join me? Companion recommendation in location based social networks

Auteurs: Yi Liao, Wai Lam, Shoaib Jameel, Steven Schockaert, Xing Xie
Publié dans: Proceedings of the ACM International Conference on the Theory of Information Retrieval, 2016
Éditeur: ACM

Lexical inference as a spatial reasoning problem

Auteurs: Steven Schockaert
Publié dans: Proceedings of the International Workshop on Spatio-Temporal Dynamics, 2015
Éditeur: online only

Qualitative reasoning about directions in semantic spaces

Auteurs: Steven Schockaert, Jae Hee Lee
Publié dans: Proceedings of the International Joint Conference on Artificial Intelligence, 2015
Éditeur: AAAI Press

D-GloVe: A feasible least squares model for estimating word embedding densities

Auteurs: Shoaib Jameel, Steven Schockaert
Publié dans: Proceedings of the 26th International Conference on Computational Linguistics, 2016
Éditeur: ACL

Entity embeddings with conceptual subspaces as a basis for plausible reasoning

Auteurs: Shoaib Jameel, Steven Schockaert
Publié dans: Proceedings of the 22nd European Conference on Artificial Intelligence, 2016
Éditeur: IOS Press

Encoding large RCC8 scenarios using rectangular pseudo-solutions

Auteurs: Zhiguo Long, Steven Schockaert, Sanjiang Li
Publié dans: Proceedings of the 15th International Conference on Principles of Knowledge Representation and Reasoning, 2016
Éditeur: AAAI Press

A unified posterior regularized topic model with maximum margin for learning-to-rank

Auteurs: Shoaib Jameel, Wai Lam, Steven Schockaert, Lidong Bing
Publié dans: Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Éditeur: ACM

Plausible reasoning based on qualitative entity embeddings

Auteurs: Steven Schockaert, Shoaib Jameel
Publié dans: Proceedings of the 25th International Joint Conference on Artificial Intelligence, 2016
Éditeur: AAAI

Inducing symbolic rules from entity embeddings using auto-encoders

Auteurs: Thomas Ager, Ondrej Kuzelka, Steven Schockaert
Publié dans: Proceedings of the 11th International Workshop on Neural-Symbolic Learning and Reasoning, 2016
Éditeur: CEUR-Ws.org

Inconsistency-Tolerant Query Answering: Rationality Properties and Computational Complexity Analysis

Auteurs: Jean-François Baget, Salem Benferhat, Zied Bouraoui, Madalina Croitoru, Marie-Laure Mugnier, Odile Papini, Swan Rocher, Karim Tabia
Publié dans: Proceedings of the 15th European Conference on Logics in Artificial Intelligence, 2016
Éditeur: Springer

Improving Cross-Lingual Word Embeddings by Meeting in the Middle

Auteurs: Doval, Yerai; Camacho-Collados, Jose; Espinosa-Anke, Luis; Schockaert, Steven
Publié dans: Proceedings of EMNLP, Numéro 1, 2018
Éditeur: ACL

SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors

Auteurs: Espinosa-Anke, Luis; Schockaert, Steven
Publié dans: Proceedings of COLING, Numéro 1, 2018
Éditeur: ACL

PAC-Reasoning in Relational Domains

Auteurs: Kuzelka, Ondrej; Wang, Yuyi; Davis, Jesse; Schockaert, Steven
Publié dans: Proceedings of UAI, Numéro 1, 2018
Éditeur: AUAI

Embedding Geographic Locations for Modelling the Natural Environment using Flickr Tags and Structured Data

Auteurs: Jeawak, Shelan S.; Jones, Christopher B.; Schockaert, Steven
Publié dans: Proceedings of ECIR, Numéro 1, 2019
Éditeur: Springer

Learning Conceptual Space Representations of Interrelated Concepts

Auteurs: Bouraoui, Zied; Schockaert, Steven
Publié dans: Proceedings of IJCAI, Numéro 2, 2018
Éditeur: IJCAI

Cardiff University at

Auteurs: Carla Pérez-Almendros, Luis Espinosa-Anke, Steven Schockaert
Publié dans: Proceedings of the 13th International Workshop on Semantic Evaluation, 2019, Page(s) 929-933
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/s19-2158

Interpretable Emoji Prediction via Label-Wise Attention LSTMs

Auteurs: Francesco Barbieri, Luis Espinosa-Anke, Jose Camacho-Collados, Steven Schockaert, Horacio Saggion
Publié dans: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018, Page(s) 4766-4771
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/d18-1508

Reasoning about Betweenness and RCC8 Constraints in Qualitative Conceptual Spaces

Auteurs: Steven Schockaert, Sanjiang Li
Publié dans: Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018, Page(s) 1963-1969, ISBN 9780-999241127
Éditeur: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2018/271

Relation induction in word embeddings revisited

Auteurs: Zied Bouraoui, Shoaib Jameel, Steven Schockaert
Publié dans: Proceedings of COLING, 2018
Éditeur: ACL

Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors

Auteurs: Shoaib Jameel, Steven Schockaert
Publié dans: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, Page(s) 3319-3328
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/p19-1321

A Latent Variable Model for Learning Distributional Relation Vectors

Auteurs: Jose Camacho-Collados, Luis Espinosa-Anke, Shoaib Jameel, Steven Schockaert
Publié dans: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019, Page(s) 4911-4917, ISBN 978-0-9992411-4-1
Éditeur: 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

Auteurs: Gutiérrez-Basulto, Víctor; Schockaert, Steven
Publié dans: Proceedings of KR, Numéro 3, 2018
Éditeur: AAAI Press

Unsupervised Learning of Distributional Relation Vectors

Auteurs: Shoaib Jameel, Zied Bouraoui, Steven Schockaert
Publié dans: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2018, Page(s) 23-33
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/p18-1003

Predicting ConceptNet Path Quality Using Crowdsourced Assessments of Naturalness

Auteurs: Yilun Zhou, Steven Schockaert, Julie Shah
Publié dans: The World Wide Web Conference on - WWW '19, 2019, Page(s) 2460-2471, ISBN 9781-450366748
Éditeur: ACM Press
DOI: 10.1145/3308558.3313486

Relational Word Embeddings

Auteurs: Camacho-Collados, Jose; Espinosa-Anke, Luis; Schockaert, Steven
Publié dans: Proceedings of ACL, Numéro 3, 2019
Éditeur: ACL

Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces

Auteurs: Thomas Ager, Ondřej Kuželka, Steven Schockaert
Publié dans: Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018, Page(s) 530-540
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/k18-1051

Learning Household Task Knowledge from WikiHow Descriptions

Auteurs: Yilun Zhou, Julie Shah, Steven Schockaert
Publié dans: Proceedings of SemDeep, 2019
Éditeur: ACL

Syntactically Aware Neural Architectures for Definition Extraction

Auteurs: Luis Espinosa Anke, Steven Schockaert
Publié dans: 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
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/n18-2061

VC-dimension based generalization bounds for relational learning

Auteurs: Kuzelka, Ondrej; Wang, Yuyi; Schockaert, Steven
Publié dans: Proceedings of ECML/PKDD, Numéro 2, 2018
Éditeur: Springer

Learning Cross-lingual Embeddings from Twitter via Distant Supervision

Auteurs: Camacho-Collados, Jose; Doval, Yerai; Martínez-Cámara, Eugenio; Espinosa-Anke, Luis; Barbieri, Francesco; Schockaert, Steven
Publié dans: International Conference on Weblogs and Social Media (ICWSM), 2020
Éditeur: AAAI

Inducing Relational Knowledge from BERT

Auteurs: Zied Bouraoui, José Camacho-Collados, Steven Schockaert
Publié dans: The Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Éditeur: AAAI

Modelling Semantic Categories Using Conceptual Neighborhood

Auteurs: Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
Publié dans: The Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Éditeur: AAAI

Learning Conceptual Spaces with Disentangled Facets

Auteurs: Rana Alshaikh, Zied Bouraoui, Steven Schockaert
Publié dans: Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL), 2019, Page(s) 131-139
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/k19-1013

Generalized possibilistic logic: foundations and applications to qualitative reasoning about uncertainty

Auteurs: Dubois, Didier, Prade, Henri and Schockaert, Steven
Publié dans: Artificial Intelligence, 2017, ISSN 0004-3702
Éditeur: Elsevier BV

Repairing inconsistent answer set programs using rules of thumb: a gene regulatory networks case study

Auteurs: Merhej, Elie, Schockaert, Steven and De Cock, Martine
Publié dans: International Journal of Approximate Reasoning, Numéro 83, 2017, ISSN 0888-613X
Éditeur: Elsevier BV

Lifted relational neural networks: Efficient learning of latent relational structures

Auteurs: Sourek, Gustav, Aschenbrenner, Vojtech, Zelezny, Filip, Schockaert, Steven and Kuzelka, Ondrej
Publié dans: Journal of Artificial Intelligence Research, 2018, ISSN 1076-9757
Éditeur: Morgan Kaufmann Publishers, Inc.

Indexing large geographic datasets with compact qualitative representation

Auteurs: Zhiguo Long, Matt Duckham, Sanjiang Li, Steven Schockaert
Publié dans: International Journal of Geographical Information Science, 2016, ISSN 1365-8816
Éditeur: Taylor & Francis

Automated Rule Base Completion as Bayesian Concept Induction

Auteurs: Zied Bouraoui, Steven Schockaert
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, Numéro 33, 2019, Page(s) 6228-6235, ISSN 2374-3468
Éditeur: AAAI Press
DOI: 10.1609/aaai.v33i01.33016228

Word Embedding as Maximum A Posteriori Estimation

Auteurs: Shoaib Jameel, Zihao Fu, Bei Shi, Wai Lam, Steven Schockaert
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, Numéro 33, 2019, Page(s) 6562-6569, ISSN 2374-3468
Éditeur: AAAI Press
DOI: 10.1609/aaai.v33i01.33016562

Predicting environmental features by learning spatiotemporal embeddings from social media

Auteurs: Shelan S. Jeawak, Christopher B. Jones, Steven Schockaert
Publié dans: Ecological Informatics, Numéro 55, 2020, Page(s) 101031, ISSN 1574-9541
Éditeur: Elsevier BV
DOI: 10.1016/j.ecoinf.2019.101031

$$\exists $$ -ASP for Computing Repairs with Existential Ontologies

Auteurs: Jean-François Baget, Zied Bouraoui, Farid Nouioua, Odile Papini, Swan Rocher, Eric Würbel
Publié dans: Scalable Uncertainty Management, 2016, Page(s) 230-245, ISBN 978-3-319-45856-4
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-45856-4_16

Ontology Completion Using Graph Convolutional Networks

Auteurs: Na Li, Zied Bouraoui, Steven Schockaert
Publié dans: The Semantic Web – ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings, Part I, Numéro 11778, 2019, Page(s) 435-452, ISBN 978-3-030-30792-9
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-30793-6_25

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