Publications

Georgios Pantazopoulos, Malvina Nikandrou, Alessandro Suglia, Oliver Lemon, Arash Eshghi (2024). Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024.
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Francisco Javier Chiyah Garcia, Alessandro Suglia, Arash Eshghi (2024). Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024.
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Yintao Tai, Xiyang Liao, Alessandro Suglia, Antonio Vergari (2024). PIXAR: Auto-Regressive Language Modeling in Pixel Space. Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024.
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Georgios Pantazopoulos, Alessandro Suglia, Oliver Lemon, Arash Eshghi (2024). Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, NAACL 2024, Mexico City, Mexico, June 16-21, 2024.
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Anna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi, Desmond Elliott, Raquel Fernández, Albert Gatt, Esam Ghaleb, Mario Giulianelli, Michael Hanna, Alexander Koller, André F. T. Martins, Philipp Mondorf, Vera Neplenbroek, Sandro Pezzelle, Barbara Plank, David Schlangen, Alessandro Suglia, Aditya K. Surikuchi, Ece Takmaz, Alberto Testoni (2024). LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks. CoRR.
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Georgios Pantazopoulos, Amit Parekh, Malvina Nikandrou, Alessandro Suglia (2024). Learning To See But Forgetting To Follow: Visual Instruction Tuning Makes LLMs More Prone To Jailbreak Attacks. CoRR.
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Amit Parekh, Nikolas Vitsakis, Alessandro Suglia, Ioannis Konstas (2024). Investigating the Role of Instruction Variety and Task Difficulty in Robotic Manipulation Tasks. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024.
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Daniel Hernández García, Marta Romeo, Christian Dondrup, Nancie Gunson, Angus Addlesee, Weronika Sieinska, Oliver Lemon, Alessandro Suglia, Matthew Peter Aylett (2024). Human - Large Language Model Interaction: The dawn of a new era or the end of it all?. Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, HRI 2024, Boulder, CO, USA, March 11-15, 2024.
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Malvina Nikandrou, Georgios Pantazopoulos, Ioannis Konstas, Alessandro Suglia (2024). Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation. CoRR.
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Alessandro Suglia, Claudio Greco, Katie Baker, Jose L. Part, Ioannis Papaioannou, Arash Eshghi, Ioannis Konstas, Oliver Lemon (2024). AlanaVLM: A Multimodal Embodied AI Foundation Model for Egocentric Video Understanding. Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024.
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