Desmond Elliott

Desmond Elliott

Københavns Universitet

H-index: 25

Europe-Denmark

About Desmond Elliott

Desmond Elliott, With an exceptional h-index of 25 and a recent h-index of 24 (since 2020), a distinguished researcher at Københavns Universitet, specializes in the field of Multimodal Machine Learning, Language and Vision, Natural Language Processing.

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

Sequential Compositional Generalization in Multimodal Models

The Role of Data Curation in Image Captioning

Classification of Medical Text in Small and Imbalanced Datasets in a Non-English Language

Retrieval-augmented Image Captioning

Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models

Language Modelling with Pixels

PHD: Pixel-Based Language Modeling of Historical Documents

Cleaner categories improve object detection and visual-textual grounding

Desmond Elliott Information

University

Position

___

Citations(all)

3902

Citations(since 2020)

3065

Cited By

1828

hIndex(all)

25

hIndex(since 2020)

24

i10Index(all)

45

i10Index(since 2020)

38

Email

University Profile Page

Københavns Universitet

Google Scholar

View Google Scholar Profile

Desmond Elliott Skills & Research Interests

Multimodal Machine Learning

Language and Vision

Natural Language Processing

Top articles of Desmond Elliott

Title

Journal

Author(s)

Publication Date

Sequential Compositional Generalization in Multimodal Models

Semih Yagcioglu

Osman Batur İnce

Aykut Erdem

Erkut Erdem

Desmond Elliott

...

2024/6/16

The Role of Data Curation in Image Captioning

Wenyan Li

Jonas F Lotz

Chen Qiu

Desmond Elliott

2024/4

Classification of Medical Text in Small and Imbalanced Datasets in a Non-English Language

Vincent Beliveau

Helene Kaas

Martin Prener

Claes Ladefoged

Desmond Elliott

...

2024

Retrieval-augmented Image Captioning

Rita Ramos

Desmond Elliott

Bruno Martins

2023/5

Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models

Laura Cabello

Emanuele Bugliarello

Stephanie Brandl

Desmond Elliott

2023/10/26

Language Modelling with Pixels

Phillip Rust

Jonas F Lotz

Emanuele Bugliarello

Elizabeth Salesky

Miryam de Lhoneux

...

2023/5

PHD: Pixel-Based Language Modeling of Historical Documents

Proceedings of EMNLP 2023

Nadav Borenstein

Phillip Rust

Desmond Elliott

Isabelle Augenstein

2023/10/22

Cleaner categories improve object detection and visual-textual grounding

Davide Rigoni

Desmond Elliott

Stella Frank

2023/4/18

LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting

Rita Ramos

Bruno Martins

Desmond Elliott

2023/7/9

SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation

Rita Ramos

Bruno Martins

Desmond Elliott

Yova Kementchedjhieva

2023/6

Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation

Tosho Hirasawa

Emanuele Bugliarello

Desmond Elliott

Mamoru Komachi

2023/12

MultiFin: A dataset for multilingual financial NLP

Rasmus Kær Jørgensen

Oliver Brandt

Mareike Hartmann

Xiang Dai

Christian Igel

...

2023

Text Rendering Strategies for Pixel Language Models

Jonas F Lotz

Elizabeth Salesky

Phillip Rust

Desmond Elliott

2023/11/1

Date Recognition in Historical Parish Records

Laura Cabello Piqueras

Constanza Fierro

Jonas F Lotz

Phillip Rust

Joen Rommedahl

...

2022/11/25

An exploration of hierarchical attention transformers for efficient long document classification

arXiv preprint arXiv:2210.05529

Ilias Chalkidis

Xiang Dai

Manos Fergadiotis

Prodromos Malakasiotis

Desmond Elliott

2022/10/11

Context dependent prediction in DNA sequence using neural networks

PeerJ

Christian Grønbæk

Yuhu Liang

Desmond Elliott

Anders Krogh

2022/9/20

IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages

Emanuele Bugliarello

Fangyu Liu

Jonas Pfeiffer

Siva Reddy

Desmond Elliott

...

2022/1/27

Multilingual Multimodal Learning with Machine Translated Text

arXiv preprint arXiv:2210.13134

Chen Qiu

Dan Oneata

Emanuele Bugliarello

Stella Frank

Desmond Elliott

2022/10/24

Revisiting Transformer-based Models for Long Document Classification

Xiang Dai

Ilias Chalkidis

Sune Darkner

Desmond Elliott

2022

Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs

Transactions of the Association of Computational Linguistics

Emanuele Bugliarello

Ryan Cotterell

Naoaki Okazaki

Desmond Elliott

2021

See List of Professors in Desmond Elliott University(Københavns Universitet)