Desmond Elliott

According to our database, Desmond Elliott authored at least 72 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The Role of Data Curation in Image Captioning.

Wenyan Li, Jonas F. Lotz, Chen Qiu, Desmond Elliott

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Data Curation for Image Captioning with Text-to-Image Generative Models.

Wenyan Li, Jonas F. Lotz, Chen Qiu, Desmond Elliott

CoRR, 2023

Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation.

Tosho Hirasawa, Emanuele Bugliarello, Desmond Elliott, Mamoru Komachi

Proceedings of the Eighth Conference on Machine Translation, 2023

Cleaner Categories Improve Object Detection and Visual-Textual Grounding.

Davide Rigoni, Desmond Elliott, Stella Frank

Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

Language Modelling with Pixels.

Phillip Rust, Jonas F. Lotz, Emanuele Bugliarello, Elizabeth Salesky, Miryam de Lhoneux, Desmond Elliott

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Text Rendering Strategies for Pixel Language Models.

Jonas F. Lotz, Elizabeth Salesky, Phillip Rust, Desmond Elliott

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

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

Laura Cabello, Emanuele Bugliarello, Stephanie Brandl, Desmond Elliott

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

PHD: Pixel-Based Language Modeling of Historical Documents.

Nadav Borenstein, Phillip Rust, Desmond Elliott, Isabelle Augenstein

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Retrieval-augmented Image Captioning.

Rita Ramos, Desmond Elliott, Bruno Martins

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

MultiFin: A Dataset for Multilingual Financial NLP.

Rasmus Kær Jørgensen, Oliver Brandt, Mareike Hartmann, Xiang Dai, Christian Igel, Desmond Elliott

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Smallcap: Lightweight Image Captioning Prompted with Retrieval Augmentation.

Rita Ramos, Bruno Martins, Desmond Elliott, Yova Kementchedjhieva

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Rita Ramos, Bruno Martins, Desmond Elliott

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification.

Ilias Chalkidis, Xiang Dai, Manos Fergadiotis, Prodromos Malakasiotis, Desmond Elliott

CoRR, 2022

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

Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic

Proceedings of the International Conference on Machine Learning, 2022

Date Recognition in Historical Parish Records.

Laura Cabello Piqueras, Constanza Fierro, Jonas F. Lotz, Phillip Rust, Joen Rommedahl, Jeppe Klok Due, Christian Igel, Desmond Elliott, Carsten B. Pedersen, Israfel Salazar, Anders Søgaard

Proceedings of the Frontiers in Handwriting Recognition - 18th International Conference, 2022

Multilingual Multimodal Learning with Machine Translated Text.

Chen Qiu, Dan Oneata, Emanuele Bugliarello, Stella Frank, Desmond Elliott

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Revisiting Transformer-based Models for Long Document Classification.

Xiang Dai, Ilias Chalkidis, Sune Darkner, Desmond Elliott

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

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

Emanuele Bugliarello, Ryan Cotterell, Naoaki Okazaki, Desmond Elliott

Trans. Assoc. Comput. Linguistics, 2021

Beyond Text and Back Again.

Desmond Elliott

Proceedings of the Companion of The Web Conference 2021, 2021

Probing Cross-Modal Representations in Multi-Step Relational Reasoning.

Iuliia Parfenova, Desmond Elliott, Raquel Fernández, Sandro Pezzelle

Proceedings of the 6th Workshop on Representation Learning for NLP, 2021

mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model.

Rasmus Kær Jørgensen, Mareike Hartmann, Xiang Dai, Desmond Elliott

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers.

Stella Frank, Emanuele Bugliarello, Desmond Elliott

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Visually Grounded Reasoning across Languages and Cultures.

Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

The Role of Syntactic Planning in Compositional Image Captioning.

Emanuele Bugliarello, Desmond Elliott

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

Multimodal machine translation through visuals and speech.

Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann

Mach. Transl., 2020

Grounded Sequence to Sequence Transduction.

Lucia Specia, Loïc Barrault, Ozan Caglayan, Amanda Cardoso Duarte, Desmond Elliott, Spandana Gella, Nils Holzenberger, Chiraag Lala, Sun Jae Lee, Jindrich Libovický, Pranava Madhyastha, Florian Metze, Karl Mulligan, Alissa Ostapenko, Shruti Palaskar, Ramon Sanabria, Josiah Wang, Raman Arora

IEEE J. Sel. Top. Signal Process., 2020

Multimodal Pretraining Unmasked: Unifying the Vision and Language BERTs.

Emanuele Bugliarello, Ryan Cotterell, Naoaki Okazaki, Desmond Elliott

CoRR, 2020

Multimodal Speech Recognition with Unstructured Audio Masking.

Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott

CoRR, 2020

Fine-Grained Grounding for Multimodal Speech Recognition.

Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Textual supervision for visually grounded spoken language understanding.

Bertrand Higy, Desmond Elliott, Grzegorz Chrupala

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning.

Alessandro Suglia, Ioannis Konstas, Andrea Vanzo, Emanuele Bastianelli, Desmond Elliott, Stella Frank, Oliver Lemon

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology.

Marcel Bollmann, Desmond Elliott

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

The Sensitivity of Language Models and Humans to Winograd Schema Perturbations.

Mostafa Abdou, Vinit Ravishankar, Maria Barrett, Yonatan Belinkov, Desmond Elliott, Anders Søgaard

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Bootstrapping Disjoint Datasets for Multilingual Multimodal Representation Learning.

Ákos Kádár, Grzegorz Chrupala, Afra Alishahi, Desmond Elliott

CoRR, 2019

Cross-lingual Visual Verb Sense Disambiguation.

Spandana Gella, Desmond Elliott, Frank Keller

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Understanding the Effect of Textual Adversaries in Multimodal Machine Translation.

Koel Dutta Chowdhury, Desmond Elliott

Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge, 2019

Adversarial Removal of Demographic Attributes Revisited.

Maria Barrett, Yova Kementchedjhieva, Yanai Elazar, Desmond Elliott, Anders Søgaard

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Compositional Generalization in Image Captioning.

Mitja Nikolaus, Mostafa Abdou, Matthew Lamm, Rahul Aralikatte, Desmond Elliott

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

2018

Assessing multilingual multimodal image description: Studies of native speaker preferences and translator choices.

Stella Frank, Desmond Elliott, Lucia Specia

Nat. Lang. Eng., 2018

How2: A Large-scale Dataset for Multimodal Language Understanding.

Ramon Sanabria, Ozan Caglayan, Shruti Palaskar, Desmond Elliott, Loïc Barrault, Lucia Specia, Florian Metze

CoRR, 2018

Findings of the Third Shared Task on Multimodal Machine Translation.

Loïc Barrault, Fethi Bougares, Lucia Specia, Chiraag Lala, Desmond Elliott, Stella Frank

Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

Talking about other people: an endless range of possibilities.

Emiel van Miltenburg, Desmond Elliott, Piek Vossen

Proceedings of the 11th International Conference on Natural Language Generation, 2018

Adversarial Evaluation of Multimodal Machine Translation.

Desmond Elliott

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Lessons Learned in Multilingual Grounded Language Learning.

Ákos Kádár, Desmond Elliott, Marc-Alexandre Côté, Grzegorz Chrupala, Afra Alishahi

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Measuring the Diversity of Automatic Image Descriptions.

Emiel van Miltenburg, Desmond Elliott, Piek Vossen

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

Room for improvement in automatic image description: an error analysis.

Emiel van Miltenburg, Desmond Elliott

CoRR, 2017

Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description.

Desmond Elliott, Stella Frank, Loïc Barrault, Fethi Bougares, Lucia Specia

Proceedings of the Second Conference on Machine Translation, 2017

Cross-linguistic differences and similarities in image descriptions.

Emiel van Miltenburg, Desmond Elliott, Piek Vossen

Proceedings of the 10th International Conference on Natural Language Generation, 2017

Imagination Improves Multimodal Translation.

Desmond Elliott, Ákos Kádár

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract).

Raffaella Bernardi, Ruket Çakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Exploring Concept Representations for Concept Drift Detection.

Oliver Becher, Laura Hollink, Desmond Elliott

Proceedings of the Joint Proceedings of SEMANTiCS 2017 Workshops co-located with the 13th International Conference on Semantic Systems (SEMANTiCS 2017), 2017

2016

Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures.

Raffaella Bernardi, Ruket Çakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank

J. Artif. Intell. Res., 2016

A Shared Task on Multimodal Machine Translation and Crosslingual Image Description.

Lucia Specia, Stella Frank, Khalil Sima'an, Desmond Elliott

Proceedings of the First Conference on Machine Translation, 2016

DCU-UvA Multimodal MT System Report.

Iacer Calixto, Desmond Elliott, Stella Frank

Proceedings of the First Conference on Machine Translation, 2016

A Corpus of Images and Text in Online News.

Laura Hollink, Adriatik Bedjeti, Martin van Harmelen, Desmond Elliott

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

1 Million Captioned Dutch Newspaper Images.

Desmond Elliott, Martijn Kleppe

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

1 Million Dutch Newspaper Images available for researchers: The KBK-1M Dataset.

Martijn Kleppe, Desmond Elliott

Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016

Pragmatic Factors in Image Description: The Case of Negations.

Emiel van Miltenburg, Roser Morante, Desmond Elliott

Proceedings of the 5th Workshop on Vision and Language, 2016

Multi30K: Multilingual English-German Image Descriptions.

Desmond Elliott, Stella Frank, Khalil Sima'an, Lucia Specia

Proceedings of the 5th Workshop on Vision and Language, 2016

2015

Structured representation of images for language generation and image retrieval

Desmond Elliott

PhD thesis, 2015

Multi-Language Image Description with Neural Sequence Models.

Desmond Elliott, Stella Frank, Eva Hasler

CoRR, 2015

Describing Images using Inferred Visual Dependency Representations.

Desmond Elliott, Arjen P. de Vries

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

Query-by-Example Image Retrieval using Visual Dependency Representations.

Desmond Elliott, Victor Lavrenko, Frank Keller

Proceedings of the COLING 2014, 2014

Comparing Automatic Evaluation Measures for Image Description.

Desmond Elliott, Frank Keller

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Towards Succinct and Relevant Image Descriptions.

Desmond Elliott

Proceedings of the Third Workshop on Vision and Language, 2014

2013

Image Description using Visual Dependency Representations.

Desmond Elliott, Frank Keller

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

2012

Practical considerations when filtering documents.

Desmond Elliott, Leif Azzopardi

Proceedings of the Information Interaction in Context: 2012, 2012

2010

Finding and filtering information for children.

Desmond Elliott, Richard Glassey, Tamara Polajnar, Leif Azzopardi

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Interaction-based information filtering for children.

Richard Glassey, Desmond Elliott, Tamara Polajnar, Leif Azzopardi

Proceedings of the Information Interaction in Context Symposium, 2010

2009

Aspect-based video browsing - A user study.

Frank Hopfgartner, Thierry Urruty, David Hannah, Desmond Elliott, Joemon M. Jose

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Supporting aspect-based video browsing: analysis of a user study.

Thierry Urruty, Frank Hopfgartner, David Hannah, Desmond Elliott, Joemon M. Jose

Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

A proactive personalised retrieval system.

Desmond Elliott, Joemon M. Jose

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009