Jan Buys

Jan Buys

University of Cape Town

H-index: 14

Africa-South Africa

About Jan Buys

Jan Buys, With an exceptional h-index of 14 and a recent h-index of 12 (since 2020), a distinguished researcher at University of Cape Town, specializes in the field of Natural Language Processing, Machine Learning.

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

Triples-to-isiXhosa (T2X): Addressing the Challenges of Low-Resource Agglutinative Data-to-Text Generation

Multipath parsing in the brain

Policy-based reinforcement learning for generalisation in interactive text-based environments

Data augmentation for low resource neural machine translation for sotho-tswana languages

Subword segmental machine translation: Unifying segmentation and target sentence generation

Subword segmental language modelling for nguni languages

Generic overgeneralization in pre-trained language models

A sequence modelling approach to question answering in text-based games

Jan Buys Information

University

Position

___

Citations(all)

2876

Citations(since 2020)

2750

Cited By

739

hIndex(all)

14

hIndex(since 2020)

12

i10Index(all)

17

i10Index(since 2020)

13

Email

University Profile Page

Google Scholar

Jan Buys Skills & Research Interests

Natural Language Processing

Machine Learning

Top articles of Jan Buys

Title

Journal

Author(s)

Publication Date

Triples-to-isiXhosa (T2X): Addressing the Challenges of Low-Resource Agglutinative Data-to-Text Generation

arXiv preprint arXiv:2403.07567

Francois Meyer

Jan Buys

2024/3/12

Multipath parsing in the brain

arXiv preprint arXiv:2401.18046

Berta Franzluebbers

Donald Dunagan

Miloš Stanojević

Jan Buys

John T Hale

2024/1/31

Policy-based reinforcement learning for generalisation in interactive text-based environments

Edan Toledo

Jan Buys

Jonathan Shock

2023/5

Data augmentation for low resource neural machine translation for sotho-tswana languages

Maxwell Mojapelo

Jan Buys

2023

Subword segmental machine translation: Unifying segmentation and target sentence generation

arXiv preprint arXiv:2305.07005

Francois Meyer

Jan Buys

2023/5/11

Subword segmental language modelling for nguni languages

arXiv preprint arXiv:2210.06525

Francois Meyer

Jan Buys

2022/10/12

Generic overgeneralization in pre-trained language models

Sello Ralethe

Jan Buys

2022

A sequence modelling approach to question answering in text-based games

Greg Furman

Edan Toledo

Jonathan Shock

Jan Buys

2022

Self-Supervised Text Style Transfer with Rationale Prediction and Pretrained Transformers

Neil Sinclair

Jan Buys

2022/11/28

From GNNs to Sparse Transformers: Graph-based architectures for Multi-hop Question Answering

Shane Acton

Jan Buys

2022/11/28

University of Cape Town's WMT22 System: Multilingual Machine Translation for Southern African Languages

arXiv preprint arXiv:2210.11757

Khalid N Elmadani

Francois Meyer

Jan Buys

2022/10/21

Low-resource language modelling of south african languages

arXiv preprint arXiv:2104.00772

Stuart Mesham

Luc Hayward

Jared Shapiro

Jan Buys

2021/4/1

Canonical and surface morphological segmentation for nguni languages

Tumi Moeng

Sheldon Reay

Aaron Daniels

Jan Buys

2021/12/6

RepGraph: Visualising and analysing meaning representation graphs

Jaron Cohen

Roy Cohen

Edan Toledo

Jan Buys

2021/11

See List of Professors in Jan Buys University(University of Cape Town)

Co-Authors

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