Ian Pratt-Hartmann

Ian Pratt-Hartmann

Manchester University

H-index: 22

North America-United States

About Ian Pratt-Hartmann

Ian Pratt-Hartmann, With an exceptional h-index of 22 and a recent h-index of 12 (since 2020), a distinguished researcher at Manchester University, specializes in the field of Computational logic, computational complexity, natural language, topology.

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

Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders

Adding Transitivity and Counting to the Fluted Fragment

Towards controllable natural language inference through lexical inference types

On the of Limits of Decision: the Adjacent Fragment of First-Order Logic

Learning disentangled semantic spaces of explanations via invertible neural networks

LlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces

Identifying the limits of transformers when performing model-checking with natural language

Not all quantifiers are equal: Probing transformer-based language models’ understanding of generalised quantifiers

Ian Pratt-Hartmann Information

University

Position

School of Computer Science

Citations(all)

2022

Citations(since 2020)

608

Cited By

1608

hIndex(all)

22

hIndex(since 2020)

12

i10Index(all)

40

i10Index(since 2020)

18

Email

University Profile Page

Manchester University

Google Scholar

View Google Scholar Profile

Ian Pratt-Hartmann Skills & Research Interests

Computational logic

computational complexity

natural language

topology

Top articles of Ian Pratt-Hartmann

Title

Journal

Author(s)

Publication Date

Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders

EACL 2024 (Findings)

Yingji Zhang

Danilo S Carvalho

Marco Valentino

Ian Pratt-Hartmann

Andre Freitas

2024/2/1

Adding Transitivity and Counting to the Fluted Fragment

Ian Pratt-Hartmann

Lidia Tendera

2023

Towards controllable natural language inference through lexical inference types

arXiv preprint arXiv:2308.03581

Yingji Zhang

Danilo S Carvalho

Ian Pratt-Hartmann

Andre Freitas

2023/8/7

On the of Limits of Decision: the Adjacent Fragment of First-Order Logic

arXiv preprint arXiv:2305.03133

Bartosz Bednarczyk

Daumantas Kojelis

Ian Pratt-Hartmann

2023/5/4

Learning disentangled semantic spaces of explanations via invertible neural networks

arXiv preprint arXiv:2305.01713

Yingji Zhang

Danilo S Carvalho

Ian Pratt-Hartmann

André Freitas

2023/5/2

LlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces

arXiv preprint arXiv:2312.13208

Yingji Zhang

Danilo S Carvalho

Ian Pratt-Hartmann

André Freitas

2023/12/20

Identifying the limits of transformers when performing model-checking with natural language

Tharindu Madusanka

Riza Batista-navarro

Ian Pratt-Hartmann

2023/5

Not all quantifiers are equal: Probing transformer-based language models’ understanding of generalised quantifiers

Tharindu Madusanka

Iqra Zahid

Hao Li

Ian Pratt-Hartmann

Riza Theresa Batista-Navarro

2023/12

Fragments of first-order logic

Ian Pratt-Hartmann

2023

Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders

NAACL 2024 (Findings)

Yingji Zhang

Marco Valentino

Danilo S Carvalho

Ian Pratt-Hartmann

André Freitas

2024/3

Can Transformers Reason in Fragments of Natural Language?

arXiv preprint arXiv:2211.05417

Viktor Schlegel

Kamen V Pavlov

Ian Pratt-Hartmann

2022/11/10

Quasi-symbolic explanatory nli via disentanglement: A geometrical examination

arXiv preprint arXiv:2210.06230

Yingji Zhang

Danilo S Carvalho

Ian Pratt-Hartmann

André Freitas

2022/10/12

Walking on words

arXiv preprint arXiv:2208.08913

Ian Pratt-Hartmann

2022/8/18

The fluted fragment with transitive relations

Annals of Pure and Applied Logic

Ian Pratt-Hartmann

Lidia Tendera

2022/1/1

Do natural language explanations represent valid logical arguments? verifying entailment in explainable nli gold standards

IWCS 2021

Marco Valentino

Ian Pratt-Hartmann

André Freitas

2021/5

Fluted logic with counting

Ian Pratt-Hartmann

2021

Adding Guarded Constructions to the Syllogistic

Ian Pratt-Hartmann

2021/6/1

See List of Professors in Ian Pratt-Hartmann University(Manchester University)