Desmond Elliott

Desmond Elliott

Assistant professor, tenure track, Associate Professor

Member of:

    ORCID: 0000-0003-3112-7904

    Publication year:
    All
    1 - 25 out of 61Page size: 25
    1. 2023
    2. Published

      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. (eds.). Springer, p. 412-442 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13885 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    3. Published

      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), p. 8465-8483

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    4. Published

      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), p. 1635-1651

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    5. Published

      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 p.

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    6. Published

      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), p. 864-879

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    7. Published

      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), p. 87–107

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    8. Published

      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), p. 3648-3663

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    9. Published

      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, p. 2840-2849 10 p.

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    10. Published

      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), p. 10155–10172

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    11. Published

      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), p. 520-533

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    12. 2022
    13. Published

      Beyond Text and Back Again

      Elliott, Desmond, 2022, Proceedings of the Web Conference 2021 (WWW ’21),. ACM, p. 364-364 1 p.

      Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research

    14. Published

      Context dependent prediction in DNA sequence using neural networks

      Grønbæk, Christian, Liang, Yuhu, Elliott, Desmond & Krogh, Anders, 2022, In: PeerJ. 10, 22 p., e13666.

      Research output: Contribution to journal › Journal article › Research › peer-review

    15. Published

      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. (eds.). Springer, p. 49-64 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13639 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    16. Published

      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, p. 2370-2392 (Proceedings of Machine Learning Research, Vol. 162).

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    17. Published

      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), p. 4178–4193

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    18. Published

      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, p. 7212–7230

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    19. 2021
    20. Published

      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, p. 593–607

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    21. Published

      Multimodal pretraining unmasked: A meta-analysis and a unified framework of vision-and-language berts

      Bugliarello, Emanuele, Cotterell, R., Okazaki, N. & Elliott, Desmond, 2021, In: Transactions of the Association for Computational Linguistics. 9, p. 978-994 17 p.

      Research output: Contribution to journal › Journal article › Research › peer-review

    22. Published

      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, p. 152-162

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    23. Published

      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, In: Diagnostics. 11, 12, 17 p., 2206.

      Research output: Contribution to journal › Review › Research › peer-review

    24. Published

      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), p. 9847-9857

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    25. Published

      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), p. 10467–10485

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    26. Published

      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, p. 3404-3418

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    27. 2020
    28. Published

      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, p. 7625–7641

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    29. Published

      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, p. 2667-2677

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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