Desmond Elliott

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Image Captioning by Retrieval Augmented Language Model Prompting ACL 2023 PHD: Pixel-Based Language Modeling of Historical Documents EMNLP 2023 Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation EMNLP 2023 SmallCap: Lightweight Image Captioning Prompted With Retrieval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