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Alessandro Suglia
Alessandro Suglia
Assistant Professor, Heriot-Watt University, Edinburgh Centre for Robotics, National Robotarium
Verified email at hw.ac.uk - Homepage
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Cited by
Year
Embodied bert: A transformer model for embodied, language-guided visual task completion
A Suglia, Q Gao, J Thomason, G Thattai, G Sukhatme
arXiv preprint arXiv:2108.04927, 2021
802021
A deep architecture for content-based recommendations exploiting recurrent neural networks
A Suglia, C Greco, C Musto, M De Gemmis, P Lops, G Semeraro
Proceedings of the 25th conference on user modeling, adaptation and …, 2017
702017
Alana v2: Entertaining and informative open-domain social dialogue using ontologies and entity linking
AC Curry, I Papaioannou, A Suglia, S Agarwal, I Shalyminov, X Xu, ...
Alexa prize proceedings, 4171-4186, 2018
562018
Llms instead of human judges? a large scale empirical study across 20 nlp evaluation tasks
A Bavaresco, R Bernardi, L Bertolazzi, D Elliott, R Fernández, A Gatt, ...
arXiv preprint arXiv:2406.18403, 2024
452024
Converse-et-impera: Exploiting deep learning and hierarchical reinforcement learning for conversational recommender systems
C Greco, A Suglia, P Basile, G Semeraro
AI* IA 2017 Advances in Artificial Intelligence: XVIth International …, 2017
452017
Ask Me Any Rating: A Content-based Recommender System based on Recurrent Neural Networks.
C Musto, C Greco, A Suglia, G Semeraro
IIR, 2016
252016
CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning
A Suglia, I Konstas, A Vanzo, E Bastianelli, D Elliott, S Frank, O Lemon
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
182020
An Automatic Procedure for Generating Datasets for Conversational Recommender Systems.
A Suglia, C Greco, P Basile, G Semeraro, A Caputo
CLEF (Working Notes), 2017
142017
Combine to describe: Evaluating compositional generalization in image captioning
G Pantazopoulos, A Suglia, A Eshghi
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
122022
Deep learning and hierarchical reinforcement learning for modeling a conversational recommender system
P Basile, C Greco, A Suglia, G Semeraro
Intelligenza Artificiale 12 (2), 125-141, 2018
112018
'What are you referring to?'Evaluating the Ability of Multi-Modal Dialogue Models to Process Clarificational Exchanges
J Chiyah-Garcia, A Suglia, A Eshghi, H Hastie
arXiv preprint arXiv:2307.15554, 2023
102023
An empirical study on the generalization power of neural representations learned via visual guessing games
A Suglia, Y Bisk, I Konstas, A Vergari, E Bastianelli, A Vanzo, O Lemon
arXiv preprint arXiv:2102.00424, 2021
102021
Visually grounded language learning: a review of language games, datasets, tasks, and models
A Suglia, I Konstas, O Lemon
Journal of Artificial Intelligence Research 79, 173-239, 2024
92024
Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing Games
A Suglia, A Vergari, I Konstas, Y Bisk, E Bastianelli, A Vanzo, O Lemon
Proceedings of the 28th International Conference on Computational Linguistics, 2020
92020
Multitask multimodal prompted training for interactive embodied task completion
G Pantazopoulos, M Nikandrou, A Parekh, B Hemanthage, A Eshghi, ...
arXiv preprint arXiv:2311.04067, 2023
82023
Task formulation matters when learning continually: A case study in visual question answering
M Nikandrou, L Yu, A Suglia, I Konstas, V Rieser
arXiv preprint arXiv:2210.00044, 2022
82022
Bridging the gap between linked open data-based recommender systems and distributed representations
P Basile, C Greco, A Suglia, G Semeraro
Information Systems 86, 1-8, 2019
82019
LLMs instead of Human Judges
A Bavaresco, R Bernardi, L Bertolazzi, D Elliott, R Fernández, A Gatt, ...
A Large Scale Empirical Study across 20, 2024
72024
Going for GOAL: A resource for grounded football commentaries
A Suglia, J Lopes, E Bastianelli, A Vanzo, S Agarwal, M Nikandrou, L Yu, ...
arXiv preprint arXiv:2211.04534, 2022
72022
Exploring multi-modal representations for ambiguity detection & coreference resolution in the SIMMC 2.0 challenge
J Chiyah-Garcia, A Suglia, J Lopes, A Eshghi, H Hastie
arXiv preprint arXiv:2202.12645, 2022
72022
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