Steven Schockaert

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 167

Top Venues

Publications

Victor Charpenay, Steven Schockaert
Capturing Knowledge Graphs and Rules with Octagon Embeddings. CoRR (2024)
Asahi Ushio, José Camacho-Collados, Steven Schockaert
A RelEntLess Benchmark for Modelling Graded Relations between Named Entities. EACL (1) (2024)
Steven Schockaert
Embeddings as epistemic states: Limitations on the use of pooling operators for accumulating knowledge. Int. J. Approx. Reason. 171 (2024)
Irtaza Khalid, Steven Schockaert
Systematic Reasoning About Relational Domains With Graph Neural Networks. CoRR (2024)
Shahul ES, Jithin James, Luis Espinosa Anke, Steven Schockaert
RAGAs: Automated Evaluation of Retrieval Augmented Generation. EACL (Demonstrations) (2024)
Nurul Fajrin Ariyani, Zied Bouraoui, Richard Booth, Steven Schockaert
Can Language Models Learn Embeddings of Propositional Logic Assertions? LREC/COLING (2024)
Fatemah Yousef Almeman, Steven Schockaert, Luis Espinosa Anke
WordNet under Scrutiny: Dictionary Examples in the Era of Large Language Models. LREC/COLING (2024)
Frank Mtumbuka, Steven Schockaert
EnCore: Fine-Grained Entity Typing by Pre-Training Entity Encoders on Coreference Chains. EACL (1) (2024)
Na Li, Thomas Bailleux, Zied Bouraoui, Steven Schockaert
Ontology Completion with Natural Language Inference and Concept Embeddings: An Analysis. CoRR (2024)
Nitesh Kumar, Usashi Chatterjee, Steven Schockaert
Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies. ACL (Findings) (2024)
Hanane Kteich, Na Li, Usashi Chatterjee, Zied Bouraoui, Steven Schockaert
Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings. CoRR (2024)
Ismaïl Baaj, Zied Bouraoui, Antoine Cornuéjols, Thierry Denoeux, Sébastien Destercke, Didier Dubois, Marie-Jeanne Lesot, João Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Olivier Strauss, Christel Vrain
Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group. Int. J. Approx. Reason. 171 (2024)
Hanane Kteich, Na Li, Usashi Chatterjee, Zied Bouraoui, Steven Schockaert
Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings. ACL (Findings) (2024)
Amit Gajbhiye, Zied Bouraoui, Luis Espinosa Anke, Steven Schockaert
AMenDeD: Modelling Concepts by Aligning Mentions, Definitions and Decontextualised Embeddings. LREC/COLING (2024)
Aleksandar Pavlovic, Emanuel Sallinger, Steven Schockaert
Differentiable Reasoning about Knowledge Graphs with Region-based Graph Neural Networks. CoRR (2024)
Akash Anil, Víctor Gutiérrez-Basulto, Yazmín Ibáñez-García, Steven Schockaert
Inductive Knowledge Graph Completion with GNNs and Rules: An Analysis. LREC/COLING (2024)
Nitesh Kumar, Usashi Chatterjee, Steven Schockaert
Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies. CoRR (2024)
Amit Gajbhiye, Zied Bouraoui, Na Li, Usashi Chatterjee, Luis Espinosa Anke, Steven Schockaert
What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies. CoRR (2023)
Usashi Chatterjee, Amit Gajbhiye, Steven Schockaert
Cabbage Sweeter than Cake? Analysing the Potential of Large Language Models for Learning Conceptual Spaces. EMNLP (2023)
Asahi Ushio, José Camacho-Collados, Steven Schockaert
A RelEntLess Benchmark for Modelling Graded Relations between Named Entities. CoRR (2023)
Simone Tedeschi, Johan Bos, Thierry Declerck, Jan Hajic, Daniel Hershcovich, Eduard H. Hovy, Alexander Koller, Simon Krek, Steven Schockaert, Rico Sennrich, Ekaterina Shutova, Roberto Navigli
What's the Meaning of Superhuman Performance in Today's NLU? CoRR (2023)
Shahul ES, Jithin James, Luis Espinosa Anke, Steven Schockaert
RAGAS: Automated Evaluation of Retrieval Augmented Generation. CoRR (2023)
Na Li, Zied Bouraoui, Steven Schockaert
Ultra-Fine Entity Typing with Prior Knowledge about Labels: A Simple Clustering Based Strategy. EMNLP (Findings) (2023)
Na Li, Zied Bouraoui, Steven Schockaert
Ultra-Fine Entity Typing with Prior Knowledge about Labels: A Simple Clustering Based Strategy. CoRR (2023)
Na Li, Hanane Kteich, Zied Bouraoui, Steven Schockaert
Distilling Semantic Concept Embeddings from Contrastively Fine-Tuned Language Models. CoRR (2023)
Nitesh Kumar, Steven Schockaert
Solving Hard Analogy Questions with Relation Embedding Chains. CoRR (2023)
Amit Gajbhiye, Zied Bouraoui, Na Li, Usashi Chatterjee, Luis Espinosa Anke, Steven Schockaert
What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies. EMNLP (2023)
Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
Meemi: A simple method for post-processing and integrating cross-lingual word embeddings. Nat. Lang. Eng. 29 (3) (2023)
Frank Mtumbuka, Steven Schockaert
EnCore: Pre-Training Entity Encoders using Coreference Chains. CoRR (2023)
Usashi Chatterjee, Amit Gajbhiye, Steven Schockaert
Cabbage Sweeter than Cake? Analysing the Potential of Large Language Models for Learning Conceptual Spaces. CoRR (2023)
Na Li, Hanane Kteich, Zied Bouraoui, Steven Schockaert
Distilling Semantic Concept Embeddings from Contrastively Fine-Tuned Language Models. SIGIR (2023)
Asahi Ushio, José Camacho-Collados, Steven Schockaert
RelBERT: Embedding Relations with Language Models. CoRR (2023)
Akash Anil, Víctor Gutiérrez-Basulto, Yazmín Ibáñez-García, Steven Schockaert
Inductive Knowledge Graph Completion with GNNs and Rules: An Analysis. CoRR (2023)
Frank Mtumbuka, Steven Schockaert
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction. CoRR (2023)
Nitesh Kumar, Steven Schockaert
Solving Hard Analogy Questions with Relation Embedding Chains. EMNLP (2023)
Simone Tedeschi, Johan Bos, Thierry Declerck, Jan Hajic, Daniel Hershcovich, Eduard H. Hovy, Alexander Koller, Simon Krek, Steven Schockaert, Rico Sennrich, Ekaterina Shutova, Roberto Navigli
What's the Meaning of Superhuman Performance in Today's NLU? ACL (1) (2023)
Israa Alghanmi, Luis Espinosa Anke, Steven Schockaert
Interpreting Patient Descriptions using Distantly Supervised Similar Case Retrieval. SIGIR (2022)
Amit Gajbhiye, Luis Espinosa Anke, Steven Schockaert
Modelling Commonsense Properties using Pre-Trained Bi-Encoders. CoRR (2022)
Steven Schockaert
Embeddings as Epistemic States: Limitations on the Use of Pooling Operators for Accumulating Knowledge. CoRR (2022)
Zied Bouraoui, Víctor Gutiérrez-Basulto, Steven Schockaert
Integrating Ontologies and Vector Space Embeddings Using Conceptual Spaces (Invited Paper). AIB (2022)
Steven Schockaert, Rafael Peñaloza
Highlights of AI Research in Europe. AI Commun. 35 (2) (2022)
Carla Pérez-Almendros, Luis Espinosa Anke, Steven Schockaert
SemEval-2022 Task 4: Patronizing and Condescending Language Detection. SemEval@NAACL (2022)
Amit Gajbhiye, Luis Espinosa Anke, Steven Schockaert
Modelling Commonsense Properties Using Pre-Trained Bi-Encoders. COLING (2022)
Kun Yan, Chenbin Zhang, Jun Hou, Ping Wang, Zied Bouraoui, Shoaib Jameel, Steven Schockaert
Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention. AAAI (2022)
Yixiao Wang, Zied Bouraoui, Luis Espinosa Anke, Steven Schockaert
Sentence Selection Strategies for Distilling Word Embeddings from BERT. LREC (2022)
Israa Alghanmi, Luis Espinosa Anke, Steven Schockaert
Self-Supervised Intermediate Fine-Tuning of Biomedical Language Models for Interpreting Patient Case Descriptions. COLING (2022)
Carla Pérez-Almendros, Luis Espinosa Anke, Steven Schockaert
Pre-Training Language Models for Identifying Patronizing and Condescending Language: An Analysis. LREC (2022)
Steven Schockaert, Víctor Gutiérrez-Basulto
Modelling Symbolic Knowledge Using Neural Representations. Reasoning Web (2021)
Israa Alghanmi, Luis Espinosa Anke, Steven Schockaert
Probing Pre-Trained Language Models for Disease Knowledge. ACL/IJCNLP (Findings) (2021)
Asahi Ushio, José Camacho-Collados, Steven Schockaert
Distilling Relation Embeddings from Pre-trained Language Models. CoRR (2021)
Steven Schockaert, Yazmín Ibáñez-García, Víctor Gutiérrez-Basulto
A Description Logic for Analogical Reasoning. IJCAI (2021)
Steven Schockaert, Yazmín Angélica Ibáñez-García, Víctor Gutiérrez-Basulto
Modelling Concept Interpolation in Description Logics using Abstract Betweenness Relations. Description Logics (2021)
Kun Yan, Zied Bouraoui, Ping Wang, Shoaib Jameel, Steven Schockaert
Few-shot Image Classification with Multi-Facet Prototypes. CoRR (2021)
Kun Yan, Zied Bouraoui, Ping Wang, Shoaib Jameel, Steven Schockaert
Aligning Visual Prototypes with BERT Embeddings for Few-Shot Learning. CoRR (2021)
Israa Alghanmi, Luis Espinosa Anke, Steven Schockaert
Probing Pre-Trained Language Models for Disease Knowledge. CoRR (2021)
Asahi Ushio, Luis Espinosa Anke, Steven Schockaert, José Camacho-Collados
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? ACL/IJCNLP (1) (2021)
Steven Schockaert
Modelling Monotonic and Non-Monotonic Attribute Dependencies with Embeddings: A Theoretical Analysis. AKBC (2021)
Steven Schockaert
Modelling Monotonic and Non-Monotonic Attribute Dependencies with Embeddings: A Theoretical Analysis. CoRR (2021)
Asahi Ushio, Luis Espinosa Anke, Steven Schockaert, José Camacho-Collados
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? CoRR (2021)
Asahi Ushio, José Camacho-Collados, Steven Schockaert
Distilling Relation Embeddings from Pretrained Language Models. EMNLP (1) (2021)
Yixiao Wang, Zied Bouraoui, Luis Espinosa Anke, Steven Schockaert
Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection. CoRR (2021)
Yixiao Wang, Zied Bouraoui, Luis Espinosa Anke, Steven Schockaert
Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection. RepL4NLP@ACL-IJCNLP (2021)
Steven Schockaert, Yazmín Ibáñez-García, Víctor Gutiérrez-Basulto
A Description Logic for Analogical Reasoning. CoRR (2021)
Kun Yan, Zied Bouraoui, Ping Wang, Shoaib Jameel, Steven Schockaert
Aligning Visual Prototypes with BERT Embeddings for Few-Shot Learning. ICMR (2021)
Kun Yan, Chenbin Zhang, Jun Hou, Ping Wang, Zied Bouraoui, Shoaib Jameel, Steven Schockaert
Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention. CoRR (2021)
Na Li, Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Qing Gu, Steven Schockaert
Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings. IJCAI (2021)
Kun Yan, Zied Bouraoui, Ping Wang, Shoaib Jameel, Steven Schockaert
Few-Shot Image Classification with Multi-Facet Prototypes. ICASSP (2021)
Steven Schockaert, Rafael Peñaloza
Special issue on historical and future perspectives of AI. AI Commun. 34 (3) (2021)
Shelan S. Jeawak, Luis Espinosa Anke, Steven Schockaert
Cardiff University at SemEval-2020 Task 6: Fine-tuning BERT for Domain-Specific Definition Classification. SemEval@COLING (2020)
Carla Pérez-Almendros, Luis Espinosa Anke, Steven Schockaert
Don't Patronize Me! An Annotated Dataset with Patronizing and Condescending Language towards Vulnerable Communities. CoRR (2020)
Rana Alshaikh, Zied Bouraoui, Shelan S. Jeawak, Steven Schockaert
A Mixture-of-Experts Model for Learning Multi-Facet Entity Embeddings. COLING (2020)
Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
Modelling Semantic Categories Using Conceptual Neighborhood. AAAI (2020)
Jae Hee Lee, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
Capturing Word Order in Averaging Based Sentence Embeddings. ECAI (2020)
Martin Svatos, Steven Schockaert, Jesse Davis, Ondrej Kuzelka
STRiKE: Rule-Driven Relational Learning Using Stratified k-Entailment. ECAI (2020)
Yazmín Ibáñez-García, Víctor Gutiérrez-Basulto, Steven Schockaert
Plausible Reasoning about EL-Ontologies using Concept Interpolation. KR (2020)
Rana Alshaikh, Zied Bouraoui, Steven Schockaert
Hierarchical Linear Disentanglement of Data-Driven Conceptual Spaces. IJCAI (2020)
Carla Pérez-Almendros, Luis Espinosa Anke, Steven Schockaert
Don't Patronize Me! An Annotated Dataset with Patronizing and Condescending Language towards Vulnerable Communities. COLING (2020)
José Camacho-Collados, Yerai Doval, Eugenio Martínez-Cámara, Luis Espinosa Anke, Francesco Barbieri, Steven Schockaert
Learning Cross-Lingual Word Embeddings from Twitter via Distant Supervision. ICWSM (2020)
Na Li, Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Qing Gu, Steven Schockaert
Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings. CoRR (2020)
Zied Bouraoui, José Camacho-Collados, Steven Schockaert
Inducing Relational Knowledge from BERT. AAAI (2020)
Shelan S. Jeawak, Christopher B. Jones, Steven Schockaert
Predicting the environment from social media: A collective classification approach. Comput. Environ. Urban Syst. 82 (2020)
Israa Alghanmi, Luis Espinosa Anke, Steven Schockaert
Combining BERT with Static Word Embeddings for Categorizing Social Media. W-NUT@EMNLP (2020)
Shelan S. Jeawak, Christopher B. Jones, Steven Schockaert
Predicting environmental features by learning spatiotemporal embeddings from social media. Ecol. Informatics 55 (2020)
Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
On the Robustness of Unsupervised and Semi-supervised Cross-lingual Word Embedding Learning. LREC (2020)
Yazmín Ibáñez-García, Víctor Gutiérrez-Basulto, Steven Schockaert
Plausible Reasoning about EL-Ontologies using Concept Interpolation. CoRR (2020)
Yilun Zhou, Julie A. Shah, Steven Schockaert
Learning Household Task Knowledge from WikiHow Descriptions. CoRR (2019)
Yilun Zhou, Julie Shah, Steven Schockaert
Learning Household Task Knowledge from WikiHow Descriptions. SemDeep@IJCAI (2019)
Carla Pérez-Almendros, Luis Espinosa Anke, Steven Schockaert
Cardiff University at SemEval-2019 Task 4: Linguistic Features for Hyperpartisan News Detection. SemEval@NAACL-HLT (2019)
Zied Bouraoui, José Camacho-Collados, Steven Schockaert
Inducing Relational Knowledge from BERT. CoRR (2019)
Luis Espinosa Anke, Steven Schockaert, Leo Wanner
Collocation Classification with Unsupervised Relation Vectors. ACL (1) (2019)
José Camacho-Collados, Luis Espinosa Anke, Shoaib Jameel, Steven Schockaert
A Latent Variable Model for Learning Distributional Relation Vectors. IJCAI (2019)
Yilun Zhou, Steven Schockaert, Julie A. Shah
Predicting ConceptNet Path Quality Using Crowdsourced Assessments of Naturalness. CoRR (2019)
Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
On the Robustness of Unsupervised and Semi-supervised Cross-lingual Word Embedding Learning. CoRR (2019)
Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
Modelling Semantic Categories using Conceptual Neighborhood. CoRR (2019)
José Camacho-Collados, Yerai Doval, Eugenio Martínez-Cámara, Luis Espinosa Anke, Francesco Barbieri, Steven Schockaert
Learning Cross-lingual Embeddings from Twitter via Distant Supervision. CoRR (2019)
Shelan S. Jeawak, Christopher B. Jones, Steven Schockaert
Embedding Geographic Locations for Modelling the Natural Environment Using Flickr Tags and Structured Data. ECIR (1) (2019)
Zied Bouraoui, Steven Schockaert
Automated Rule Base Completion as Bayesian Concept Induction. AAAI (2019)
José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
Relational Word Embeddings. CoRR (2019)
Na Li, Zied Bouraoui, Steven Schockaert
Ontology Completion Using Graph Convolutional Networks. ISWC (1) (2019)
Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
Meemi: A Simple Method for Post-processing Cross-lingual Word Embeddings. CoRR (2019)

Steven Schockaert.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Steven Schockaert