Steven Schockaert

Steven Schockaert

Cardiff University

H-index: 32

Europe-United Kingdom

About Steven Schockaert

Steven Schockaert, With an exceptional h-index of 32 and a recent h-index of 22 (since 2020), a distinguished researcher at Cardiff University, specializes in the field of artificial intelligence, knowledge representation, natural language processing, commonsense reasoning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Capturing Knowledge Graphs and Rules with Octagon Embeddings

Inductive knowledge graph completion with GNNs and rules: An analysis

EnCore: fine-grained entity typing by pre-training entity encoders on coreference chains

Synergies between machine learning and reasoning-An introduction by the Kay R. Amel group

Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings

Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies

What's the Meaning of Superhuman Performance in Today's NLU?

Solving hard analogy questions with relation embedding chains

Steven Schockaert Information

University

Position

___

Citations(all)

3955

Citations(since 2020)

1999

Cited By

2805

hIndex(all)

32

hIndex(since 2020)

22

i10Index(all)

131

i10Index(since 2020)

53

Email

University Profile Page

Cardiff University

Google Scholar

View Google Scholar Profile

Steven Schockaert Skills & Research Interests

artificial intelligence

knowledge representation

natural language processing

commonsense reasoning

Top articles of Steven Schockaert

Title

Journal

Author(s)

Publication Date

Capturing Knowledge Graphs and Rules with Octagon Embeddings

arXiv preprint arXiv:2401.16270

Victor Charpenay

Steven Schockaert

2024/1/29

Inductive knowledge graph completion with GNNs and rules: An analysis

arXiv preprint arXiv:2308.07942

Akash Anil

Víctor Gutiérrez-Basulto

Yazmín Ibañéz-García

Steven Schockaert

2023/8/14

EnCore: fine-grained entity typing by pre-training entity encoders on coreference chains

Frank Mtumbuka

Steven Schockaert

2024

Synergies between machine learning and reasoning-An introduction by the Kay R. Amel group

Ismaïl Baaj

Zied Bouraoui

Antoine Cornuéjols

Thierry Denœux

Sébastien Destercke

...

2024/4/25

Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings

arXiv preprint arXiv:2403.16984

Hanane Kteich

Na Li

Usashi Chatterjee

Zied Bouraoui

Steven Schockaert

2024/3/25

Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies

arXiv preprint arXiv:2402.15337

Nitesh Kumar

Usashi Chatterjee

Steven Schockaert

2024/2/23

What's the Meaning of Superhuman Performance in Today's NLU?

arXiv preprint arXiv:2305.08414

Simone Tedeschi

Johan Bos

Thierry Declerck

Jan Hajic

Daniel Hershcovich

...

2023/5/15

Solving hard analogy questions with relation embedding chains

arXiv preprint arXiv:2310.12379

Nitesh Kumar

Steven Schockaert

2023/10/18

Distilling semantic concept embeddings from contrastively fine-tuned language models

Na Li

Hanane Kteich

Zied Bouraoui

Steven Schockaert

2023/7/19

Meemi: A simple method for post-processing and integrating cross-lingual word embeddings

Natural Language Engineering

Yerai Doval

Jose Camacho-Collados

Luis Espinosa-Anke

Steven Schockaert

2021

Embeddings as epistemic states: Limitations on the use of pooling operators for accumulating knowledge

International Journal of Approximate Reasoning

Steven Schockaert

2023/7/13

Cabbage sweeter than cake? analysing the potential of large language models for learning conceptual spaces

Usashi Chatterjee

Amit Gajbhiye

Steven Schockaert

2023/12

A RelEntLess benchmark for modelling graded relations between named entities

EACL 2024 Main Conference (Long Paper)

Asahi Ushio

Jose Camacho Collados

Steven Schockaert

2023/5/24

RelBERT: Embedding Relations with Language Models

arXiv preprint arXiv:2310.00299

Asahi Ushio

Jose Camacho-Collados

Steven Schockaert

2023/9/30

EnCore: Pre-Training Entity Encoders using Coreference Chains

arXiv preprint arXiv:2305.12924

Frank Mtumbuka

Steven Schockaert

2023/5/22

Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction

arXiv preprint arXiv:2312.11062

Frank Mtumbuka

Steven Schockaert

2023/12/18

Ragas: Automated evaluation of retrieval augmented generation

arXiv preprint arXiv:2309.15217

Shahul Es

Jithin James

Luis Espinosa-Anke

Steven Schockaert

2023/9/26

Ultra-fine entity typing with prior knowledge about labels: A simple clustering based strategy

arXiv preprint arXiv:2305.12802

Na Li

Zied Bouraoui

Steven Schockaert

2023/5/22

What do deck chairs and sun hats have in common? Uncovering shared properties in large concept vocabularies

Amit Gajbhiye

Zied Bouraoui

Na Li

Usashi Chatterjee

Luis Espinosa-Anke

...

2023

Probing the conceptual space of ChatGPT and GPT-4

Usashi Chatterjee

Steven Schockaert

2023

See List of Professors in Steven Schockaert University(Cardiff University)

Co-Authors

H-index: 53
Chris Cornelis

Chris Cornelis

Universiteit Gent

H-index: 42
Christopher B. Jones

Christopher B. Jones

Cardiff University

H-index: 36
Jesse Davis

Jesse Davis

Katholieke Universiteit Leuven

H-index: 32
Jose Camacho-Collados

Jose Camacho-Collados

Cardiff University

H-index: 25
Luis Espinosa-Anke

Luis Espinosa-Anke

Cardiff University

H-index: 14
Ondřej Kuželka

Ondřej Kuželka

Ceské vysoké ucení technické v Praze

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