← Authors

Desmond Elliott

56 papers · 2013–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (3) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (81) 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (13) 🌈 Renaissance Researcher (8) 🌟 Keyword Trendsetter Combo (3) πŸ”¬ Deep Specialist (21) πŸ† Keyword Champion (3) πŸ‘₯ Mega-Team (20) πŸ’Ž Century Club (55) πŸ—ƒοΈ Keyword Collector (210) ⚑ Prolific Year (9) ❓ The Questioner (5) πŸ”₯ Unstoppable (14) πŸ“ˆ Trend Setter

Conferences

EMNLP (19) ACL (13) EACL (5) IJCNLP (5) NAACL (4) COLING (2) CONLL (2) AACL (1) CVPR (1) ICLR (1) ICML (1) IJCAI (1) WACV (1)

Top co-authors

Emanuele Bugliarello (9) Frank Keller (5) Stella Frank (5) Anders SΓΈgaard (5) Rita Ramos (5) Bruno Martins (4) Phillip Rust (4) Sandro Pezzelle (3) Raquel FernΓ‘ndez (3) Xiang Dai (3)

Research topics

Natural Language Processing (1)

Keywords

multimodal learning (11) image captioning (8) vision-language model (8) visual grounding (5) diagnostic classifier (5) transfer learning (4) multimodal machine translation (4) visual question answering (3) text classification (3) large language model (3) cultural bia (3) zero-shot learning (3) retrieval-augmented generation (3) retrieval augmentation (3) cross-lingual transfer (3) vision language model (3) visual context (3) language model (3) representation learning (3) cross-modal representation (3)

Papers

ImageChain: Advancing Sequential Image-to-Text Reasoning in Multimodal Large Language Models WACV 2026
Can Community Notes Replace Professional Fact-Checkers? ACL 2025
How Do Multilingual Language Models Remember Facts? ACL 2025
Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era ACL 2025
Uncovering Cultural Representation Disparities in Vision-Language Models AACL 2025
Uncovering Cultural Representation Disparities in Vision-Language Models IJCNLP 2025
Multilingual Pretraining for Pixel Language Models EMNLP 2025
LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks ACL 2025
Tracking Universal Features Through Fine-Tuning and Model Merging NAACL 2025
The Role of Data Curation in Image Captioning EACL 2024
PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model NAACL 2024
Sequential Compositional Generalization in Multimodal Models NAACL 2024
Understanding Retrieval Robustness for Retrieval-augmented Image Captioning ACL 2024
FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture EMNLP 2024
LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting ACL 2023
PHD: Pixel-Based Language Modeling of Historical Documents EMNLP 2023
Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation EMNLP 2023
SmallCap: Lightweight Image Captioning Prompted With Retrieval Augmentation CVPR 2023
Text Rendering Strategies for Pixel Language Models EMNLP 2023
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models EMNLP 2023
Retrieval-augmented Image Captioning EACL 2023
MultiFin: A Dataset for Multilingual Financial NLP EACL 2023
Language Modelling with Pixels ICLR 2023
Revisiting Transformer-based Models for Long Document Classification EMNLP 2022
Multilingual Multimodal Learning with Machine Translated Text EMNLP 2022
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages ICML 2022
The Role of Syntactic Planning in Compositional Image Captioning EACL 2021
Probing Cross-Modal Representations in Multi-Step Relational Reasoning ACL 2021
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers EMNLP 2021
Visually Grounded Reasoning across Languages and Cultures EMNLP 2021
mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model EMNLP 2021
Probing Cross-Modal Representations in Multi-Step Relational Reasoning IJCNLP 2021
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations ACL 2020
Textual Supervision for Visually Grounded Spoken Language Understanding EMNLP 2020
Multimodal Speech Recognition with Unstructured Audio Masking EMNLP 2020
Fine-Grained Grounding for Multimodal Speech Recognition EMNLP 2020
CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning ACL 2020
On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology ACL 2020
Cross-lingual Visual Verb Sense Disambiguation NAACL 2019
Adversarial Removal of Demographic Attributes Revisited IJCNLP 2019
Adversarial Removal of Demographic Attributes Revisited EMNLP 2019
Compositional Generalization in Image Captioning CONLL 2019
Understanding the Effect of Textual Adversaries in Multimodal Machine Translation EMNLP 2019
Findings of the Third Shared Task on Multimodal Machine Translation EMNLP 2018
Lessons Learned in Multilingual Grounded Language Learning CONLL 2018
Measuring the Diversity of Automatic Image Descriptions COLING 2018
Adversarial Evaluation of Multimodal Machine Translation EMNLP 2018
Imagination Improves Multimodal Translation IJCNLP 2017
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract) IJCAI 2017
Multimodal Learning and Reasoning ACL 2016
Describing Images using Inferred Visual Dependency Representations IJCNLP 2015
Describing Images using Inferred Visual Dependency Representations ACL 2015
Comparing Automatic Evaluation Measures for Image Description ACL 2014
Proceedings of the Student Research Workshop at the 14th Conference of the European Chapter of the Association for Computational Linguistics EACL 2014
Query-by-Example Image Retrieval using Visual Dependency Representations COLING 2014
Image Description using Visual Dependency Representations EMNLP 2013