Desmond Elliott
Tenure track adjunkt, Lektor
- 2024
- Udgivet
The Role of Data Curation in Image Captioning
Li, Wenyan, Lotz, Jonas Færch, Qiu, C. & Elliott, Desmond, 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Graham, Y., Purver, M. & Purver, M. (red.). Association for Computational Linguistics (ACL), s. 1074-1088 15 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- 2023
- Udgivet
Cleaner Categories Improve Object Detection and Visual-Textual Grounding
Rigoni, D., Elliott, Desmond & Frank, Stella Christina, 2023, Image Analysis - 23rd Scandinavian Conference, SCIA 2023, Proceedings. Gade, R., Felsberg, M. & Kämäräinen, J-K. (red.). Springer, s. 412-442 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 13885 LNCS).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models
Cabello Piqueras, Laura, Bugliarello, Emanuele, Brandl, Stephanie & Elliott, Desmond, 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), s. 8465-8483Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
LMCAP: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting
Ramos, R., Martins, B. & Elliott, Desmond, 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), s. 1635-1651Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Language Modelling with Pixels
Rust, Phillip, Lotz, Jonas Færch, Bugliarello, Emanuele, Salesky, E., Lhoneux, M. D. & Elliott, Desmond, 2023, The Eleventh International Conference on Learning Representations. arXiv.org, 32 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
MULTIFIN: A Dataset for Multilingual Financial NLP
Jørgensen, R. K., Brandt, O., Hartmann, M., Dai, X., Igel, Christian & Elliott, Desmond, 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023. Association for Computational Linguistics (ACL), s. 864-879Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
PHD: Pixel-Based Language Modeling of Historical Documents
Borenstein, Nadav, Rust, Phillip, Elliott, Desmond & Augenstein, Isabelle, 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processin. Association for Computational Linguistics (ACL), s. 87–107Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Retrieval-augmented Image Captioning
Ramos, R., Elliott, Desmond & Martins, B., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), s. 3648-3663Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Smallcap: Lightweight Image Captioning Prompted with Retrieval Augmentation
Ramos, R., Martins, B., Elliott, Desmond & Kementchedjhieva, Yova Radoslavova, 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society Press, s. 2840-2849 10 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Text Rendering Strategies for Pixel Language Models
Lotz, Jonas Færch, Salesky, E., Rust, Phillip & Elliott, Desmond, 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), s. 10155–10172Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation
Hirasawa, T., Bugliarello, Emanuele, Elliott, Desmond & Komachi, M., 2023, Proceedings of the 8th Conference on Machine Translation, WMT 2023. Association for Computational Linguistics (ACL), s. 520-533Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- 2022
- Udgivet
Beyond Text and Back Again
Elliott, Desmond, 2022, Proceedings of the Web Conference 2021 (WWW ’21),. ACM, s. 364-364 1 s.Publikation: Bidrag til bog/antologi/rapport › Konferenceabstrakt i proceedings › Forskning
- Udgivet
Context dependent prediction in DNA sequence using neural networks
Grønbæk, Christian, Liang, Yuhu, Elliott, Desmond & Krogh, Anders, 2022, I: PeerJ. 10, 22 s., e13666.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Date Recognition in Historical Parish Records
Cabello Piqueras, Laura, Fierro Mella, Constanza Catalina, Lotz, Jonas Færch, Rust, Phillip, Rommedahl, J., Due, J. K., Igel, Christian, Elliott, Desmond, Pedersen, C. B., Salazar, I. & Søgaard, Anders, 2022, Frontiers in Handwriting Recognition : 18th International Conference, ICFHR 2022, Hyderabad, India, December 4–7, 2022, Proceedings. Porwal, U., Fornés, A. & Shafait, F. (red.). Springer, s. 49-64 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 13639 LNCS).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages
Bugliarello, Emanuele, Liu, F., Pfeiffer, J., Reddy, S., Elliott, Desmond, Ponti, E. M. & Vulić, I., 2022, Proceedings of the 39th International Conference on Machine Learning. PMLR, s. 2370-2392 (Proceedings of Machine Learning Research, Bind 162).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Multilingual Multimodal Learning with Machine Translated Text
Qiu, C., Oneată, D., Bugliarello, Emanuele, Frank, Stella Christina & Elliott, Desmond, 2022, Findings of the Association for Computational Linguistics: EMNLP 2022. Association for Computational Linguistics (ACL), s. 4178–4193Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Revisiting Transformer-based Models for Long Document Classification
Dai, X., Chalkidis, Ilias, Darkner, Sune & Elliott, Desmond, 2022, Findings of the Association for Computational Linguistics: EMNLP 2022. Association for Computational Linguistics, s. 7212–7230Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- 2021
- Udgivet
The Role of Syntactic Planning in Compositional Image Captioning
Bugliarello, Emanuele & Elliott, Desmond, apr. 2021, Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume. Online: Association for Computational Linguistics, s. 593–607Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Multimodal pretraining unmasked: A meta-analysis and a unified framework of vision-and-language berts
Bugliarello, Emanuele, Cotterell, R., Okazaki, N. & Elliott, Desmond, 2021, I: Transactions of the Association for Computational Linguistics. 9, s. 978-994 17 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Probing Cross-Modal Representations in Multi-Step Relational Reasoning
Parfenova, I., Elliott, Desmond, Fernández, R. & Pezzelle, S., 2021, Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021). Association for Computational Linguistics, s. 152-162Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
The added effect of artificial intelligence on physicians’ performance in detecting thoracic pathologies on CT and chest X-ray: A systematic review
Li, D., Pehrson, Lea Marie, Lauridsen, C. A., Tøttrup, L., Fraccaro, M., Elliott, Desmond, Zajac, Hubert Dariusz, Darkner, Sune, Carlsen, Jonathan Frederik & Nielsen, Michael Bachmann, 2021, I: Diagnostics. 11, 12, 17 s., 2206.Publikation: Bidrag til tidsskrift › Review › Forskning › fagfællebedømt
- Udgivet
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers
Frank, S., Bugliarello, Emanuele & Elliott, Desmond, 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), s. 9847-9857Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Visually Grounded Reasoning across Languages and Cultures
Liu, F., Bugliarello, Emanuele, Ponti, E. M., Reddy, S., Collier, N. & Elliott, Desmond, 2021, e: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), s. 10467–10485Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model
Kær Jørgensen, R., Hartmann, M., Dai, X. & Elliott, Desmond, 2021, Findings of the Association for Computational Linguistics: EMNLP 2021. Association for Computational Linguistics, s. 3404-3418Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- 2020
- Udgivet
CompGuessWhat?! A Multi-task Evaluation Framework for Grounded Language Learning
Suglia, A., Konstas, I., Vanzo, A., Bastianelli, E., Elliott, Desmond, Frank, S. & Lemon, O., 2020, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics, s. 7625–7641Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Fine-Grained Grounding for Multimodal Speech Recognition
Srinivasan, T., Sanabria, R., Metze, F. & Elliott, Desmond, 2020, Findings of the Association for Computational Linguistics: EMNLP 2020. Association for Computational Linguistics, s. 2667-2677Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Grounded Sequence to Sequence Transduction
Specia, L., Barrault, L., Caglayan, O., Duarte, A., Elliott, Desmond, Gella, S., Holzenberger, N., Lala, C., Lee, S. J., Libovicky, J., Madhyastha, P., Metze, F., Mulligan, K., Ostapenko, A., Palaskar, S., Sanabria, R., Wang, J. & Arora, R., 2020, I: IEEE Journal on Selected Topics in Signal Processing. 14, 3, s. 577-591 9103248.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Multimodal Machine Translation through Visuals and Speech
Sulubacak, U., Caglayan, O., Grönroos, S., Rouhe, A., Elliott, Desmond, Specia, L. & Tiedemann, J., 2020, I: Machine Translation. 34, s. 97–147Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology
Bollmann, M. M. & Elliott, Desmond, 2020, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics, s. 7819-7827Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Textual Supervision for Visually Grounded Spoken Language Understanding
Higy, B., Elliott, Desmond & Chrupała, G., 2020, Findings of the Association for Computational Linguistics: EMNLP 2020. Association for Computational Linguistics, s. 2698–2709Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations
Abdou, M., Ravishankar, V., Barrett, M., Belinkov, Y., Elliott, Desmond & Søgaard, Anders, 2020, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics, s. 7590-7604Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- 2019
- Udgivet
Adversarial Removal of Demographic Attributes Revisited
Barrett, M., Kementchedjhieva, Yova Radoslavova, Elazar, Y., Elliott, Desmond & Søgaard, Anders, 1 nov. 2019, Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Association for Computational Linguistics, s. 6329-6334 6 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Compositional Generalization in Image Captioning
Nikolaus, M., Abdou, M., Lamm, M., Aralikatte, R. & Elliott, Desmond, 1 nov. 2019, Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL). Association for Computational Linguistics, s. 87-98 12 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Understanding the Effect of Textual Adversaries in Multimodal Machine Translation
Dutta Chowdhury, K. & Elliott, Desmond, 1 nov. 2019, Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN). Hong Kong, China: Association for Computational Linguistics, s. 35-40 6 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Cross-lingual Visual Verb Sense Disambiguation
Gella, S., Elliott, Desmond & Keller, F., 1 jun. 2019, Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). Association for Computational Linguistics, s. 1998-2004 7 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- 2018
- Udgivet
Adversarial Evaluation of Multimodal Machine Translation
Elliott, Desmond, 2018, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, s. 2974-2978 5 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Assessing multilingual multimodal image description: Studies of native speaker preferences and translator choices
Frank, S., Elliott, Desmond & Specia, L., 2018, I: Natural Language Engineering. 24, 3, s. 393-413 21 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Findings of the third shared task on multimodal machine translation
Barrault, L., Bougares, F., Specia, L., Lala, C., Elliott, Desmond & Frank, S., 2018, Third Conference on Machine Translation, Proceedings. Association for Computational Linguistics, Bind 2. s. 308-327 20 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
How2: A large-scale dataset for multimodal language understanding
Sanabria, R., Caglayan, O., Palaskar, S., Elliott, Desmond, Barrault, L., Specia, L. & Metze, F., 2018, Visually Grounded Interaction and Language (ViGIL), Montreal; Canada, December 2018. Neural Information Processing Society (NeurIPS).. (arXiv).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Lessons learned in multilingual grounded language learning
Kádár, Á., Elliott, Desmond, Côté, M., Chrupala, G. & Alishahi, A., 2018, Proceedings of the 22nd Conference on Computational Natural Language Learning. Association for Computational Linguistics, s. 402-412 11 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Measuring the Diversity of Automatic Image Descriptions
van Miltenburg, E., Elliott, Desmond & Vossen, P., 2018, Proceedings of the 27th International Conference on Computational Linguistics. Association for Computational Linguistics, s. 1730-1741 12 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Talking about other people: an endless range of possibilities
van Miltenburg, E., Elliott, Desmond & Vossen, P., 2018, Proceedings of the 11th International Conference on Natural Language Generation. Association for Computational Linguistics, s. 415-420Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- 2017
Cross-linguistic differences and similarities in image descriptions
van Miltenburg, E., Elliott, Desmond & Vossen, P., 2017, Proceedings of the 10th International Natural Language Generation conference. s. 21-30 10 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Exploring Concept Representations for Concept Drift Detection.
Becher, O., Hollink, L. & Elliott, Desmond, 2017, SEMANTICS Workshops.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description
Elliott, Desmond, Frank, S., Barrault, L., Bougares, F. & Specia, L., 2017, Proceedings of the Second Conference on Machine Translation. s. 215-233 19 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Imagination improves multimodal translation
Elliott, Desmond & Kádár, A., 2017, Proceedings of the Eighth International Joint Conference on Natural Language Processing. s. 130-141 12 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Room for improvement in automatic image description: an error analysis
van Miltenburg, E. & Elliott, Desmond, 2017, I: arXiv. 1704, 04198Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning
- 2016
1 Million Captioned Dutch Newspaper Images
Elliott, Desmond & Kleppe, M., 2016, Language Resources and Evaluation Conference.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
A Corpus of Images and Text in Online News
Hollink, L., Bedjeti, A., van Harmelen, M. & Elliott, Desmond, 2016, Language Resources and Evaluation Conference.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
A shared task on multimodal machine translation and crosslingual image description
Specia, L., Frank, S., Sima'an, K. & Elliott, Desmond, 2016, Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers. Bind 2. s. 543-553 11 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Compositional Generalization in Image Captioning
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Multimodal Machine Translation through Visuals and Speech
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Revisiting Transformer-based Models for Long Document Classification
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