Ioannis Konstas

Ioannis Konstas

Heriot-Watt University

H-index: 24

Europe-United Kingdom

About Ioannis Konstas

Ioannis Konstas, With an exceptional h-index of 24 and a recent h-index of 22 (since 2020), a distinguished researcher at Heriot-Watt University, specializes in the field of Natural Language Generation, NLP, Information Retrieval.

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

Taking stock: a Linked Data inventory of Compliance Checking terms derived from Building Regulations

Visually Grounded Language Learning: a review of language games, datasets, tasks, and models

Don’t shoehorn, but link compliance checking data

Neuron to graph: Interpreting language model neurons at scale

N2G: A SCALABLE APPROACH FOR QUANTIFYING INTERPRETABLE NEURON REPRESENTATION IN LLMS

Document and query expansion for information retrieval on building regulations

Detecting edit failures in large language models: An improved specificity benchmark

Multitask Multimodal Prompted Training for Interactive Embodied Task Completion

Ioannis Konstas Information

University

Position

___

Citations(all)

4035

Citations(since 2020)

2598

Cited By

2402

hIndex(all)

24

hIndex(since 2020)

22

i10Index(all)

33

i10Index(since 2020)

31

Email

University Profile Page

Heriot-Watt University

Google Scholar

View Google Scholar Profile

Ioannis Konstas Skills & Research Interests

Natural Language Generation

NLP

Information Retrieval

Top articles of Ioannis Konstas

Title

Journal

Author(s)

Publication Date

Taking stock: a Linked Data inventory of Compliance Checking terms derived from Building Regulations

Ruben Kruiper

Ioannis Konstas

Alasdair JG Gray

Farhad Sadeghineko

Richard Watson

...

2024/2/1

Visually Grounded Language Learning: a review of language games, datasets, tasks, and models

Alessandro Suglia

Ioannis Konstas

Oliver Lemon

2024/1/26

Don’t shoehorn, but link compliance checking data

Ruben Kruiper

Ioannis Konstas

Alasdair JG Gray

Farhad Sadeghineko

Richard Watson

...

2024/2/1

Neuron to graph: Interpreting language model neurons at scale

arXiv preprint arXiv:2305.19911

Alex Foote

Neel Nanda

Esben Kran

Ioannis Konstas

Shay Cohen

...

2023/5/31

N2G: A SCALABLE APPROACH FOR QUANTIFYING INTERPRETABLE NEURON REPRESENTATION IN LLMS

Alex Foote

Neel Nanda

Esben Kran

Ioannis Konstas

Fazl Barez

2023/4/16

Document and query expansion for information retrieval on building regulations

Ruben Kruiper

Ioannis Konstas

Alasdair JG Gray

Farhad Sadeghineko

Richard Watson

...

2023/7

Detecting edit failures in large language models: An improved specificity benchmark

arXiv preprint arXiv:2305.17553

Jason Hoelscher-Obermaier

Julia Persson

Esben Kran

Ioannis Konstas

Fazl Barez

2023/5/27

Multitask Multimodal Prompted Training for Interactive Embodied Task Completion

arXiv preprint arXiv:2311.04067

Georgios Pantazopoulos

Malvina Nikandrou

Amit Parekh

Bhathiya Hemanthage

Arash Eshghi

...

2023/11/7

The dangers of trusting stochastic parrots: Faithfulness and trust in open-domain conversational question answering

arXiv preprint arXiv:2305.16519

Sabrina Chiesurin

Dimitris Dimakopoulos

Marco Antonio Sobrevilla Cabezudo

Arash Eshghi

Ioannis Papaioannou

...

2023/5/25

No that's not what I meant: Handling Third Position Repair in Conversational Question Answering

arXiv preprint arXiv:2307.16689

Vevake Balaraman

Arash Eshghi

Ioannis Konstas

Ioannis Papaioannou

2023/7/31

The larger they are, the harder they fail: Language models do not recognize identifier swaps in python

arXiv preprint arXiv:2305.15507

Antonio Valerio Miceli-Barone

Fazl Barez

Ioannis Konstas

Shay B Cohen

2023/5/24

iLab at SemEval-2023 Task 11 Le-Wi-Di: Modelling Disagreement or Modelling Perspectives?

arXiv preprint arXiv:2305.06074

Nikolas Vitsakis

Amit Parekh

Tanvi Dinkar

Gavin Abercrombie

Ioannis Konstas

...

2023/5/10

Resources for automated identification of online gender-based violence: A systematic review

Gavin Abercrombie

Aiqi Jiang

Poppy Gerrard-Abbott

Ioannis Konstas

Verena Rieser

2023/7/13

Demonstrating EMMA: Embodied MultiModal Agent for Language-guided Action Execution in 3D Simulated Environments

Alessandro Suglia

Bhathiya Hemanthage

Malvina Nikandrou

George Pantazopoulos

Amit Parekh

...

2022/9

Going for GOAL: A resource for grounded football commentaries

arXiv preprint arXiv:2211.04534

Alessandro Suglia

José Lopes

Emanuele Bastianelli

Andrea Vanzo

Shubham Agarwal

...

2022/11/8

Mind the labels: Describing relations in knowledge graphs with pretrained models

Zdeněk Kasner

Ioannis Konstas

Ondřej Dušek

2022/10/13

Task formulation matters when learning continually: A case study in visual question answering

arXiv preprint arXiv:2210.00044

Mavina Nikandrou

Lu Yu

Alessandro Suglia

Ioannis Konstas

Verena Rieser

2022/9/30

OTTers: One-turn topic transitions for open-domain dialogue

arXiv preprint arXiv:2105.13710

Karin Sevegnani

David M Howcroft

Ioannis Konstas

Verena Rieser

2021/5/28

A Statistical Analysis of Text: Embeddings, Properties and Time-Series Modeling

Properties and Time-Series Modeling (December 8, 2020)

Ioannis Chalkiadakis

Gareth Peters

2020/12/8

SPAR. txt, a cheap Shallow Parsing approach for Regulatory texts

arXiv preprint arXiv:2110.01295

Ruben Kruiper

Ioannis Konstas

Alasdair Gray

Farhad Sadeghineko

Richard Watson

...

2021/10/4

See List of Professors in Ioannis Konstas University(Heriot-Watt University)

Co-Authors

H-index: 104
Noah A. Smith

Noah A. Smith

University of Washington

H-index: 100
Luke Zettlemoyer

Luke Zettlemoyer

University of Washington

H-index: 95
Yejin Choi

Yejin Choi

University of Washington

H-index: 64
Julian F V Vincent

Julian F V Vincent

Heriot-Watt University

H-index: 48
Joemon Jose

Joemon Jose

University of Glasgow

H-index: 47
Oliver Lemon

Oliver Lemon

Heriot-Watt University

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