Desmond Elliott
Assistant professor, tenure track, Associate Professor
- Published
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, p. 402-412 11 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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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
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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. 1635-1651Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Imagination improves multimodal translation
Elliott, Desmond & Kádár, A., 2017, Proceedings of the Eighth International Joint Conference on Natural Language Processing. p. 130-141 12 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Image Description using Visual Dependency Representations
Elliott, Desmond & Keller, F., 2013, Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 1292-1302Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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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
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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).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
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, In: IEEE Journal on Selected Topics in Signal Processing. 14, 3, p. 577-591 9103248.Research output: Contribution to journal › Journal article › Research › peer-review
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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. 2667-2677Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
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, Vol. 2. p. 308-327 20 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
ID: 202364876
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Compositional Generalization in Image Captioning
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Multimodal Machine Translation through Visuals and Speech
Research output: Contribution to journal › Journal article › Research › peer-review
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Revisiting Transformer-based Models for Long Document Classification
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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