Desmond Elliott

Desmond Elliott

Tenure track adjunkt, Lektor

Medlem af:

    ORCID: 0000-0003-3112-7904

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    1. 2024
    2. 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

    3. 2023
    4. 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      PHD: Pixel-Based Language Modeling of Historical Documents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. 87–107

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    5. 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. 8465-8483

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    6. 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. 520-533

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    7. 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. 864-879

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    8. 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. 10155–10172

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    9. 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. 1635-1651

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    10. 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. 3648-3663

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    11. 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

    12. 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

    13. 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

    14. 2022
    15. 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

    16. 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. 7212–7230

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    17. 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

    18. 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

    19. 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

    20. 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. 4178–4193

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    21. 2021
    22. 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

    23. 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. 593–607

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    24. 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. 9847-9857

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    25. 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. 3404-3418

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    26. 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

    27. 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. 10467–10485

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    28. 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. 152-162

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    29. 2020
    30. 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. 7590-7604

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    31. 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. 7819-7827

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    32. 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. 2698–2709

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    33. 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

    34. 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. 2667-2677

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    35. 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. 7625–7641

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    36. 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. 97–147

      Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

    37. 2019
    38. 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

    39. 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

    40. 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

    41. 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

    42. 2018
    43. 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

    44. 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

    45. 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

    46. 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

    47. 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

    48. 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

    49. 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. 415-420

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    50. 2017

    51. 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

    52. 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

    53. 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

    54. 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

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

      van Miltenburg, E. & Elliott, Desmond, 2017, I: arXiv. 1704, 04198

      Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning

    56. 2016

    57. Automatic description generation from images: A survey of models, datasets, and evaluation measures

      Bernardi, R., Cakici, R., Elliott, Desmond, Erdem, A., Erdem, E., Ikizler-Cinbis, N., Keller, F., Muscat, A. & Plank, B., 2016, I: The Journal of Artificial Intelligence Research. 55, s. 409-442 34 s.

      Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

    58. DCU-UvA Multimodal MT System Report

      Calixto, I., Elliott, Desmond & Frank, S., 2016, Proceedings of the First Conference on Machine Translation, Berlin, Germany. Association for Computational Linguistics, s. 634–638

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    59. 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

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