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2020 – today
- 2024
[c61]Wenyan Li, Jiaang Li, Rita Ramos, Raphael Tang, Desmond Elliott:
Understanding Retrieval Robustness for Retrieval-augmented Image Captioning. ACL (1) 2024: 9285-9299- [c60]Wenyan Li, Jonas F. Lotz, Chen Qiu, Desmond Elliott:
The Role of Data Curation in Image Captioning. EACL (1) 2024: 1074-1088 - [c59]Rita Ramos, Emanuele Bugliarello, Bruno Martins, Desmond Elliott:
PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model. NAACL-HLT (Findings) 2024: 3549-3564 - [c58]Semih Yagcioglu, Osman Batur Ince, Aykut Erdem, Erkut Erdem, Desmond Elliott, Deniz Yuret:
Sequential Compositional Generalization in Multimodal Models. NAACL-HLT 2024: 5591-5611 - [i42]Semih Yagcioglu, Osman Batur Ince, Aykut Erdem, Erkut Erdem, Desmond Elliott, Deniz Yuret:
Sequential Compositional Generalization in Multimodal Models. CoRR abs/2404.12013 (2024) - [i41]Wenyan Li, Jiaang Li, Rita Ramos, Raphael Tang, Desmond Elliott:
Understanding Retrieval Robustness for Retrieval-Augmented Image Captioning. CoRR abs/2406.02265 (2024) - [i40]Wenyan Li, Xinyu Zhang, Jiaang Li, Qiwei Peng, Raphael Tang, Li Zhou, Weijia Zhang, Guimin Hu, Yifei Yuan, Anders Søgaard, Daniel Hershcovich, Desmond Elliott:
FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture. CoRR abs/2406.11030 (2024) - [i39]Anna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi, Desmond Elliott, Raquel Fernández, Albert Gatt, Esam Ghaleb, Mario Giulianelli, Michael Hanna, Alexander Koller, André F. T. Martins, Philipp Mondorf, Vera Neplenbroek, Sandro Pezzelle, Barbara Plank, David Schlangen, Alessandro Suglia, Aditya K. Surikuchi, Ece Takmaz, Alberto Testoni:
LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks. CoRR abs/2406.18403 (2024) - [i38]Ingo Ziegler
, Abdullatif Köksal, Desmond Elliott, Hinrich Schütze:
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation. CoRR abs/2409.02098 (2024) - [i37]Vincent Beliveau, Helene Kaas, Martin Prener, Claes N. Ladefoged, Desmond Elliott, Gitte Moos Knudsen, Lars H. Pinborg, Melanie Ganz:
Classification of Radiological Text in Small and Imbalanced Datasets in a Non-English Language. CoRR abs/2409.20147 (2024) - 2023
- [c57]Rita Ramos, Bruno Martins, Desmond Elliott:
LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting. ACL (Findings) 2023: 1635-1651 - [c56]Rita Ramos, Bruno Martins, Desmond Elliott, Yova Kementchedjhieva:
Smallcap: Lightweight Image Captioning Prompted with Retrieval Augmentation. CVPR 2023: 2840-2849 - [c55]Rasmus Kær Jørgensen, Oliver Brandt, Mareike Hartmann, Xiang Dai, Christian Igel, Desmond Elliott:
MultiFin: A Dataset for Multilingual Financial NLP. EACL (Findings) 2023: 864-879 - [c54]Rita Ramos, Desmond Elliott, Bruno Martins:
Retrieval-augmented Image Captioning. EACL 2023: 3648-3663 - [c53]Nadav Borenstein, Phillip Rust, Desmond Elliott, Isabelle Augenstein:
PHD: Pixel-Based Language Modeling of Historical Documents. EMNLP 2023: 87-107 - [c52]Laura Cabello, Emanuele Bugliarello, Stephanie Brandl, Desmond Elliott:
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models. EMNLP 2023: 8465-8483 - [c51]Jonas F. Lotz, Elizabeth Salesky, Phillip Rust, Desmond Elliott:
Text Rendering Strategies for Pixel Language Models. EMNLP 2023: 10155-10172 - [c50]Phillip Rust, Jonas F. Lotz, Emanuele Bugliarello, Elizabeth Salesky, Miryam de Lhoneux, Desmond Elliott:
Language Modelling with Pixels. ICLR 2023 - [c49]Davide Rigoni, Desmond Elliott, Stella Frank:
Cleaner Categories Improve Object Detection and Visual-Textual Grounding. SCIA (1) 2023: 412-442 - [c48]Tosho Hirasawa, Emanuele Bugliarello, Desmond Elliott, Mamoru Komachi:
Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation. WMT 2023: 522-535 - [i36]Rita Ramos, Desmond Elliott, Bruno Martins:
Retrieval-augmented Image Captioning. CoRR abs/2302.08268 (2023) - [i35]Wenyan Li, Jonas F. Lotz, Chen Qiu, Desmond Elliott:
Data Curation for Image Captioning with Text-to-Image Generative Models. CoRR abs/2305.03610 (2023) - [i34]Rita Ramos, Bruno Martins, Desmond Elliott:
LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting. CoRR abs/2305.19821 (2023) - [i33]Laura Cabello, Emanuele Bugliarello, Stephanie Brandl, Desmond Elliott:
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models. CoRR abs/2310.17530 (2023) - [i32]Nadav Borenstein, Phillip Rust, Desmond Elliott, Isabelle Augenstein:
PHD: Pixel-Based Language Modeling of Historical Documents. CoRR abs/2310.18343 (2023) - [i31]Jonas F. Lotz, Elizabeth Salesky, Phillip Rust, Desmond Elliott:
Text Rendering Strategies for Pixel Language Models. CoRR abs/2311.00522 (2023) - 2022
- [c47]Chen Qiu, Dan Oneata, Emanuele Bugliarello, Stella Frank, Desmond Elliott:
Multilingual Multimodal Learning with Machine Translated Text. EMNLP (Findings) 2022: 4178-4193 - [c46]Xiang Dai, Ilias Chalkidis, Sune Darkner, Desmond Elliott:
Revisiting Transformer-based Models for Long Document Classification. EMNLP (Findings) 2022: 7212-7230 - [c45]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:
Date Recognition in Historical Parish Records. ICFHR 2022: 49-64 - [c44]Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic:
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. ICML 2022: 2370-2392 - [i30]Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic:
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. CoRR abs/2201.11732 (2022) - [i29]Xiang Dai, Ilias Chalkidis, Sune Darkner, Desmond Elliott:
Revisiting Transformer-based Models for Long Document Classification. CoRR abs/2204.06683 (2022) - [i28]Phillip Rust, Jonas F. Lotz, Emanuele Bugliarello, Elizabeth Salesky, Miryam de Lhoneux, Desmond Elliott:
Language Modelling with Pixels. CoRR abs/2207.06991 (2022) - [i27]Rita Ramos, Bruno Martins, Desmond Elliott, Yova Kementchedjhieva:
SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation. CoRR abs/2209.15323 (2022) - [i26]Ilias Chalkidis, Xiang Dai, Manos Fergadiotis, Prodromos Malakasiotis, Desmond Elliott:
An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification. CoRR abs/2210.05529 (2022) - [i25]Chen Qiu, Dan Oneata, Emanuele Bugliarello, Stella Frank, Desmond Elliott:
Multilingual Multimodal Learning with Machine Translated Text. CoRR abs/2210.13134 (2022) - 2021
- [j5]Emanuele Bugliarello, Ryan Cotterell, Naoaki Okazaki, Desmond Elliott:
Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs. Trans. Assoc. Comput. Linguistics 9: 978-994 (2021) - [c43]Emanuele Bugliarello, Desmond Elliott:
The Role of Syntactic Planning in Compositional Image Captioning. EACL 2021: 593-607 - [c42]Rasmus Kær Jørgensen, Mareike Hartmann, Xiang Dai, Desmond Elliott:
mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model. EMNLP (Findings) 2021: 3404-3418 - [c41]Stella Frank, Emanuele Bugliarello, Desmond Elliott:
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers. EMNLP (1) 2021: 9847-9857 - [c40]Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott:
Visually Grounded Reasoning across Languages and Cultures. EMNLP (1) 2021: 10467-10485 - [c39]Iuliia Parfenova, Desmond Elliott, Raquel Fernández, Sandro Pezzelle:
Probing Cross-Modal Representations in Multi-Step Relational Reasoning. RepL4NLP@ACL-IJCNLP 2021: 152-162 - [c38]Desmond Elliott:
Beyond Text and Back Again. WWW (Companion Volume) 2021: 364 - [i24]Emanuele Bugliarello, Desmond Elliott:
The Role of Syntactic Planning in Compositional Image Captioning. CoRR abs/2101.11911 (2021) - [i23]Stella Frank, Emanuele Bugliarello, Desmond Elliott:
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers. CoRR abs/2109.04448 (2021) - [i22]Rasmus Kær Jørgensen, Mareike Hartmann, Xiang Dai, Desmond Elliott:
MDAPT: Multilingual Domain Adaptive Pretraining in a Single Model. CoRR abs/2109.06605 (2021) - [i21]Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott:
Visually Grounded Reasoning across Languages and Cultures. CoRR abs/2109.13238 (2021) - 2020
- [j4]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:
Grounded Sequence to Sequence Transduction. IEEE J. Sel. Top. Signal Process. 14(3): 577-591 (2020) - [j3]Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann:
Multimodal machine translation through visuals and speech. Mach. Transl. 34(2-3): 97-147 (2020) - [c37]Mostafa Abdou, Vinit Ravishankar, Maria Barrett, Yonatan Belinkov, Desmond Elliott, Anders Søgaard:
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations. ACL 2020: 7590-7604 - [c36]Alessandro Suglia, Ioannis Konstas, Andrea Vanzo, Emanuele Bastianelli, Desmond Elliott, Stella Frank, Oliver Lemon:
CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning. ACL 2020: 7625-7641 - [c35]Marcel Bollmann, Desmond Elliott:
On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology. ACL 2020: 7819-7827 - [c34]Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott:
Fine-Grained Grounding for Multimodal Speech Recognition. EMNLP (Findings) 2020: 2667-2677 - [c33]Bertrand Higy, Desmond Elliott, Grzegorz Chrupala:
Textual supervision for visually grounded spoken language understanding. EMNLP (Findings) 2020: 2698-2709 - [i20]Mostafa Abdou, Vinit Ravishankar, Maria Barrett, Yonatan Belinkov, Desmond Elliott, Anders Søgaard:
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations. CoRR abs/2005.01348 (2020) - [i19]Alessandro Suglia, Ioannis Konstas, Andrea Vanzo, Emanuele Bastianelli, Desmond Elliott, Stella Frank, Oliver Lemon:
CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning. CoRR abs/2006.02174 (2020) - [i18]Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott:
Fine-Grained Grounding for Multimodal Speech Recognition. CoRR abs/2010.02384 (2020) - [i17]Bertrand Higy, Desmond Elliott, Grzegorz Chrupala:
Textual Supervision for Visually Grounded Spoken Language Understanding. CoRR abs/2010.02806 (2020) - [i16]Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott:
Multimodal Speech Recognition with Unstructured Audio Masking. CoRR abs/2010.08642 (2020) - [i15]Emanuele Bugliarello, Ryan Cotterell, Naoaki Okazaki, Desmond Elliott:
Multimodal Pretraining Unmasked: Unifying the Vision and Language BERTs. CoRR abs/2011.15124 (2020)
2010 – 2019
- 2019
- [c32]Mitja Nikolaus, Mostafa Abdou, Matthew Lamm, Rahul Aralikatte, Desmond Elliott:
Compositional Generalization in Image Captioning. CoNLL 2019: 87-98 - [c31]Koel Dutta Chowdhury, Desmond Elliott:
Understanding the Effect of Textual Adversaries in Multimodal Machine Translation. LANTERN@EMNLP-IJCNLP 2019: 35-40 - [c30]Maria Barrett, Yova Kementchedjhieva, Yanai Elazar, Desmond Elliott, Anders Søgaard:
Adversarial Removal of Demographic Attributes Revisited. EMNLP/IJCNLP (1) 2019: 6329-6334 - [c29]Spandana Gella, Desmond Elliott, Frank Keller:
Cross-lingual Visual Verb Sense Disambiguation. NAACL-HLT (1) 2019: 1998-2004 - [i14]Spandana Gella, Desmond Elliott, Frank Keller:
Cross-lingual Visual Verb Sense Disambiguation. CoRR abs/1904.05092 (2019) - [i13]Mitja Nikolaus, Mostafa Abdou, Matthew Lamm, Rahul Aralikatte, Desmond Elliott:
Compositional Generalization in Image Captioning. CoRR abs/1909.04402 (2019) - [i12]Ákos Kádár, Grzegorz Chrupala, Afra Alishahi, Desmond Elliott:
Bootstrapping Disjoint Datasets for Multilingual Multimodal Representation Learning. CoRR abs/1911.03678 (2019) - [i11]Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann:
Multimodal Machine Translation through Visuals and Speech. CoRR abs/1911.12798 (2019) - 2018
- [j2]Stella Frank, Desmond Elliott, Lucia Specia:
Assessing multilingual multimodal image description: Studies of native speaker preferences and translator choices. Nat. Lang. Eng. 24(3): 393-413 (2018) - [c28]Emiel van Miltenburg, Desmond Elliott, Piek Vossen:
Measuring the Diversity of Automatic Image Descriptions. COLING 2018: 1730-1741 - [c27]Ákos Kádár, Desmond Elliott, Marc-Alexandre Côté, Grzegorz Chrupala, Afra Alishahi:
Lessons Learned in Multilingual Grounded Language Learning. CoNLL 2018: 402-412 - [c26]Desmond Elliott:
Adversarial Evaluation of Multimodal Machine Translation. EMNLP 2018: 2974-2978 - [c25]Emiel van Miltenburg, Desmond Elliott, Piek Vossen:
Talking about other people: an endless range of possibilities. INLG 2018: 415-420 - [c24]Loïc Barrault, Fethi Bougares, Lucia Specia, Chiraag Lala, Desmond Elliott, Stella Frank:
Findings of the Third Shared Task on Multimodal Machine Translation. WMT (shared task) 2018: 304-323 - [i10]Ákos Kádár, Desmond Elliott, Marc-Alexandre Côté, Grzegorz Chrupala, Afra Alishahi:
Lessons learned in multilingual grounded language learning. CoRR abs/1809.07615 (2018) - [i9]Ramon Sanabria, Ozan Caglayan, Shruti Palaskar, Desmond Elliott, Loïc Barrault, Lucia Specia, Florian Metze:
How2: A Large-scale Dataset for Multimodal Language Understanding. CoRR abs/1811.00347 (2018) - 2017
- [c23]Oliver Becher, Laura Hollink, Desmond Elliott:
Exploring Concept Representations for Concept Drift Detection. SEMANTiCS (Workshops) 2017 - [c22]Raffaella Bernardi, Ruket Çakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank:
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract). IJCAI 2017: 4970-4974 - [c21]Desmond Elliott, Ákos Kádár:
Imagination Improves Multimodal Translation. IJCNLP(1) 2017: 130-141 - [c20]Emiel van Miltenburg, Desmond Elliott, Piek Vossen:
Cross-linguistic differences and similarities in image descriptions. INLG 2017: 21-30 - [c19]Desmond Elliott, Stella Frank, Loïc Barrault, Fethi Bougares, Lucia Specia:
Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description. WMT 2017: 215-233 - [i8]Emiel van Miltenburg, Desmond Elliott:
Room for improvement in automatic image description: an error analysis. CoRR abs/1704.04198 (2017) - [i7]Desmond Elliott, Ákos Kádár:
Imagination improves Multimodal Translation. CoRR abs/1705.04350 (2017) - [i6]Emiel van Miltenburg, Desmond Elliott, Piek Vossen:
Cross-linguistic differences and similarities in image descriptions. CoRR abs/1707.01736 (2017) - [i5]Desmond Elliott, Stella Frank, Loïc Barrault, Fethi Bougares, Lucia Specia:
Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description. CoRR abs/1710.07177 (2017) - 2016
- [j1]Raffaella Bernardi, Ruket Çakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank:
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures. J. Artif. Intell. Res. 55: 409-442 (2016) - [c18]Desmond Elliott, Stella Frank, Khalil Sima'an, Lucia Specia:
Multi30K: Multilingual English-German Image Descriptions. VL@ACL 2016 - [c17]Emiel van Miltenburg, Roser Morante, Desmond Elliott:
Pragmatic Factors in Image Description: The Case of Negations. VL@ACL 2016 - [c16]Martijn Kleppe, Desmond Elliott:
1 Million Dutch Newspaper Images available for researchers: The KBK-1M Dataset. DH 2016: 824-825 - [c15]Desmond Elliott, Martijn Kleppe:
1 Million Captioned Dutch Newspaper Images. LREC 2016 - [c14]Laura Hollink, Adriatik Bedjeti, Martin van Harmelen, Desmond Elliott:
A Corpus of Images and Text in Online News. LREC 2016 - [c13]Lucia Specia, Stella Frank, Khalil Sima'an, Desmond Elliott:
A Shared Task on Multimodal Machine Translation and Crosslingual Image Description. WMT 2016: 543-553 - [c12]Iacer Calixto, Desmond Elliott, Stella Frank:
DCU-UvA Multimodal MT System Report. WMT 2016: 634-638 - [i4]Raffaella Bernardi, Ruket Çakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank:
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures. CoRR abs/1601.03896 (2016) - [i3]Desmond Elliott, Stella Frank, Khalil Sima'an, Lucia Specia:
Multi30K: Multilingual English-German Image Descriptions. CoRR abs/1605.00459 (2016) - [i2]Emiel van Miltenburg, Roser Morante, Desmond Elliott:
Pragmatic factors in image description: the case of negations. CoRR abs/1606.06164 (2016) - 2015
- [b1]Desmond Elliott:
Structured representation of images for language generation and image retrieval. University of Edinburgh, UK, 2015 - [c11]Desmond Elliott, Arjen P. de Vries:
Describing Images using Inferred Visual Dependency Representations. ACL (1) 2015: 42-52 - [i1]Desmond Elliott, Stella Frank, Eva Hasler:
Multi-Language Image Description with Neural Sequence Models. CoRR abs/1510.04709 (2015) - 2014
- [c10]Desmond Elliott, Frank Keller:
Comparing Automatic Evaluation Measures for Image Description. ACL (2) 2014: 452-457 - [c9]Desmond Elliott:
Towards Succinct and Relevant Image Descriptions. VL@COLING 2014: 109-111 - [c8]Desmond Elliott, Victor Lavrenko, Frank Keller:
Query-by-Example Image Retrieval using Visual Dependency Representations. COLING 2014: 109-120 - 2013
- [c7]Desmond Elliott, Frank Keller:
Image Description using Visual Dependency Representations. EMNLP 2013: 1292-1302 - 2012
- [c6]Desmond Elliott, Leif Azzopardi:
Practical considerations when filtering documents. IIiX 2012: 270-273 - 2010
- [c5]Richard Glassey, Desmond Elliott, Tamara Polajnar, Leif Azzopardi:
Interaction-based information filtering for children. IIiX 2010: 329-334 - [c4]Desmond Elliott, Richard Glassey, Tamara Polajnar, Leif Azzopardi:
Finding and filtering information for children. SIGIR 2010: 702
2000 – 2009
- 2009
- [c3]Desmond Elliott, Joemon M. Jose:
A proactive personalised retrieval system. CIKM 2009: 1935-1938 - [c2]Thierry Urruty, Frank Hopfgartner, David Hannah, Desmond Elliott, Joemon M. Jose:
Supporting aspect-based video browsing: analysis of a user study. CIVR 2009 - [c1]Frank Hopfgartner, Thierry Urruty, David Hannah, Desmond Elliott, Joemon M. Jose:
Aspect-based video browsing - A user study. ICME 2009: 946-949
Coauthor Index
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