Multi3Generation

Publications

  • L. Parcalabescu, A. Gatt, A. Frank and I. Calixto (2021). Seeing past words: Testing the cross-modal capabilities of pretrained V&L models on counting tasksIn: Beyond Language: Multimodal Semantic Representations Workshop (MMSR) 2021.
  • H. Alberts, T. Huang, Y. Deshpande, Y. Liu, K. Cho, C. Vania, I. Calixto (2021). VisualSem: A high-quality knowledge graph for vision and languageIn: Multilingual Representation Learning Workshop (MRL) 2021.
  • J. Suchan, M. Bhatt, S. Vardarajan (2021). Commonsense Visual Sensemaking for Autonomous Driving: On Generalised Neurosymbolic Online Abduction Integrating Vision and Semantics. In: Artificial Intelligence Journal (AIJ), October 2021, Volume 299.
  • M. Cafagna, K. van Deemter and A. Gatt (2021). What Vision-Language models ‘see’ when they see scenes. arXiv preprint arXiv:2109.07301
  • M. Sercan Amac , Semih Yagcioglu, Aykut Erdem, and Erkut Erdem. Procedural Reasoning Networks for Understanding Multimodal Procedures, In 23rd Conference on Computational Natural Language Learning (CoNLL) Link to paper
  • J. Phang, I. Calixto, PM. Htut, Y. Pruksachatkun, H. Liu, C. Vania, K. Kann, SR. Bowman (2020). English intermediate-task training improves zero-shot cross-lingual transfer too. In AACL 2020. Link to paper
  • V. Milewski , MF. Moens and I. Calixto (2020). Are scene graphs good enough to improve image captioning? In: AACL 2020. Link to paper
  • Ales Zamuda, Elena Lloret . Optimizing Data Driven Models for Summarization as Parallel Tasks, Journal of Computational Science, Vol. 42, April 2020. Link to paper
  • Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem and Lucia Specia. Cross-lingual Visual Pre-training for Multimodal Machine Translation, Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021), Short Papers, 2021. Link to paper
  • Begum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem, Aykut Erdem, Pranava Madhyastha, Lucia Specia. MSVD-Turkish: A Comprehensive Multimodal Video Dataset for Integrated Vision and Language Research in Turkish, Machine Translation, Vol. 35, 265-288. Link to paper
  • Emre Boran, Aykut Erdem, Nazli Ikizler-Cinbis, Erkut Erdem, Pranava Madhyastha, Lucia Specia. Leveraging auxiliary image descriptions for dense video captioning, Pattern Recognition Letters, Vol. 146, June 2021. Link to paper
  • Rob van der Goot, Ahmet Üstün, Alan Ramponi, Ibrahim Sharaf and Barbara Plank. Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP. In EACL 2021. Received EACL 2021 oustanding paper award (demo track) Link to paper
  • Rita Parada RamosPatrícia PereiraHelena MonizJoao Paulo CarvalhoBruno Martins, Retrieval Augmentation for Deep Neural Networks, 2021 International Joint Conference on Neural Networks (IJCNN). Link to paper
  • D. GoskoA. ZnotinsI. SkadinaN. GruzitisG. Nespore-Berzkalne, Domain Expert Platform for Goal-Oriented Dialog Collection, Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL): System Demonstrations, 2021Link to paper
  • Iacer Calixto, Alessandro Raganato, Tommaso Pasini, Wikipedia Entities as Rendezvous across Languages: Grounding Multilingual Language Models by Predicting Wikipedia Hyperlinks, Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Link to paper
  • Liesbeth Allein, Isabelle Augenstein, Marie-Francine Moens, Time-aware evidence ranking for fact-checking, Journal of Web Semantics. Link to paper

Other outputs / achievements

  • D. Gosko, A. Znotins, I. Skadina, N. Gruzitis, G. Nespore-Berzkalne, Domain Expert Platform for Goal-Oriented Dialog Collection Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL): System Demonstrations, 2021
  • R. P. Ramos, P. Pereira, H. Moniz, J. P. Carvalho and B. Martins, “Retrieval Augmentation for Deep Neural Networks”, 2021 International Joint Conference on Neural Networks (IJCNN), 2021, pp. 1-8, doi: 10.1109/IJCNN52387.2021.9533978.  Link to paper
  • Mustafa Sercan Amac, Semih Yagcioglu, Aykut Erdem, Erkut Erdem: Procedural Reasoning Networks for Understanding Multimodal Procedures. CoNLL 2019: 441-451. Link t paper, DOI: 10.18653/v1/K19-1041
  • Anabela Barreiro, Cristina Mota, Jorge Baptista, Lucília Chacoto, Paula Carvalho (forthcoming, 2022). Linguistic Resources for Paraphrase Generation in Portuguese – A Lexicon-Grammar Approach. Language Resources and Evaluation.
  • D. Gosko, A. Znotins, I. Skadina, N. Gruzitis, G. Nespore-Berzkalne. Domain Expert Platform for Goal-Oriented Dialog Collection. Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL): System Demonstrations, 2021
  • Mille, S., Ferreira, T.C., Belz, A. and Davis, B., 2021, August. Another PASS: A Reproduction Study of the Human Evaluation of a Football Report Generation System. In Proceedings of the 14th International Conference on Natural Language Generation (pp. 286-292). Link to paper
  • Ferreira, T.C., Vaz, H., Davis, B. and Pagano, A., 2021, August. Enriching the E2E dataset. In Proceedings of the 14th International Conference on Natural Language Generation (pp. 177-183). Link to paper
  • Davis, B., Graham, Y., Kelleher, J. and Sripada, Y., 2020, December. Proceedings of the 13th International Conference on Natural Language Generation. In Proceedings of the 13th International Conference on Natural Language Generation. Link to paper

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