Alessandro Suglia

64 papers A* 7A 2B 4Journal 35Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AgriPath: A Systematic Exploration of Architectural Trade-offs for Crop Disease Classification. CoRR Hamza Mooraj, Georgios Pantazopoulos, Alessandro Suglia
2026	J	`jnl`	Retrievit: In-context Retrieval Capabilities of Transformers, State Space Models, and Hybrid Architectures. CoRR Georgios Pantazopoulos, Malvina Nikandrou, Ioannis Konstas, Alessandro Suglia
2026	J	`jnl`	Same Answer, Different Representations: Hidden instability in VLMs. CoRR Farooq Ahmad Wani, Alessandro Suglia, Rohit Saxena, Aryo Pradipta Gema, Wai-Chung Kwan, Fazl Barez, Maria Sofia Bucarelli, Fabrizio Silvestri, Pasquale Minervini
2026	J	`jnl`	VLM-RobustBench: A Comprehensive Benchmark for Robustness of Vision-Language Models. CoRR Rohit Saxena, Alessandro Suglia, Pasquale Minervini
2025	—	`conf`	CROPE: Evaluating In-Context Adaptation of Vision and Language Models to Culture-Specific Concepts. NAACL (Long Papers) Malvina Nikandrou, Georgios Pantazopoulos, Nikolas Vitsakis, Ioannis Konstas, Alessandro Suglia
2025	—	`conf`	FOSSIL: Harnessing Feedback on Suboptimal Samples for Data-Efficient Generalisation with Imitation Learning for Embodied Vision-and-Language Tasks. EMNLP (Findings) Sabrina McCallum, Amit Parekh, Alessandro Suglia
2025	J	`jnl`	FOSSIL: Harnessing Feedback on Suboptimal Samples for Data-Efficient Generalisation with Imitation Learning for Embodied Vision-and-Language Tasks. CoRR Sabrina McCallum, Amit Parekh, Alessandro Suglia
2025	J	`jnl`	Improving Cooperation in Collaborative Embodied AI. CoRR Hima Jacob Leven Suprabha, Laxmi Nag Laxminarayan Nagesh, Ajith Nair, Alvin Reuben Amal Selvaster, Ayan Khan, Raghuram Damarla, Sanju Hannah Samuel, Sreenithi Saravana Perumal, Titouan Puech, Venkataramireddy Marella, Vishal Sonar, Alessandro Suglia, Oliver Lemon
2025	—	`conf`	LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks. ACL (2) 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
2025	J	`jnl`	Movie Facts and Fibs (MF CoRR Emmanouil Zaranis, António Farinhas, Saul José Rodrigues dos Santos, Beatriz Canaverde, Miguel Moura Ramos, Aditya K. Surikuchi, André Viveiros, Baohao Liao, Elena Belén Bueno-Benito, Nithin Sivakumaran, Pavlo Vasylenko, Shoubin Yu, Sonal Sannigrahi, Wafaa Mohammed, Ben Peters, Danae Sánchez Villegas, Elias Stengel-Eskin, Giuseppe Attanasio, Jaehong Yoon, Stella Frank, Alessandro Suglia, Chrysoula Zerva, Desmond Elliott, Mariella Dimiccoli, Mohit Bansal, Oswald Lanz, Raffaella Bernardi, Raquel Fernández, Sandro Pezzelle, Vlad Niculae, André F. T. Martins
2025	A*	`conf`	Playpen: An Environment for Exploring Learning From Dialogue Game Feedback. EMNLP Nicola Horst, Davide Mazzaccara, Antonia Schmidt, Michael Sullivan, Filippo Momentè, Luca Franceschetti, Philipp Sadler, Sherzod Hakimov, Alberto Testoni, Raffaella Bernardi, Raquel Fernández, Alexander Koller, Oliver Lemon, David Schlangen, Mario Giulianelli, Alessandro Suglia
2025	J	`jnl`	Playpen: An Environment for Exploring Learning Through Conversational Interaction. CoRR Nicola Horst, Davide Mazzaccara, Antonia Schmidt, Michael Sullivan, Filippo Momentè, Luca Franceschetti, Philipp Sadler, Sherzod Hakimov, Alberto Testoni, Raffaella Bernardi, Raquel Fernández, Alexander Koller, Oliver Lemon, David Schlangen, Mario Giulianelli, Alessandro Suglia
2025	—	`conf`	Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests. EMNLP (Findings) Filippo Momentè, Alessandro Suglia, Mario Giulianelli, Ambra Ferrari, Alexander Koller, Oliver Lemon, David Schlangen, Raquel Fernández, Raffaella Bernardi
2025	J	`jnl`	Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests. CoRR Filippo Momentè, Alessandro Suglia, Mario Giulianelli, Ambra Ferrari, Alexander Koller, Oliver Lemon, David Schlangen, Raquel Fernández, Raffaella Bernardi
2025	J	`jnl`	VoyagerVision: Investigating the Role of Multi-modal Information for Open-ended Learning Systems. CoRR Ethan Smyth, Alessandro Suglia
2024	—	`conf`	AlanaVLM: A Multimodal Embodied AI Foundation Model for Egocentric Video Understanding. EMNLP (Findings) Alessandro Suglia, Claudio Greco, Katie Baker, Jose L. Part, Ioannis Papaioannou, Arash Eshghi, Ioannis Konstas, Oliver Lemon
2024	J	`jnl`	AlanaVLM: A Multimodal Embodied AI Foundation Model for Egocentric Video Understanding. CoRR Alessandro Suglia, Claudio Greco, Katie Baker, Jose L. Part, Ioannis Papaioannou, Arash Eshghi, Ioannis Konstas, Oliver Lemon
2024	J	`jnl`	CROPE: Evaluating In-Context Adaptation of Vision and Language Models to Culture-Specific Concepts. CoRR Malvina Nikandrou, Georgios Pantazopoulos, Nikolas Vitsakis, Ioannis Konstas, Alessandro Suglia
2024	J	`jnl`	Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation. CoRR Malvina Nikandrou, Georgios Pantazopoulos, Ioannis Konstas, Alessandro Suglia
2024	—	`conf`	Follow Me: A Study on the Dynamics of Alignment Between Humans and LLM-Based Social Robots. ICSR + AI (2) Jeffrey Sherer, Robbie McPherson, Sattwik Mohanty, Guilhem Santé, Greta Gandolfi, Marta Romeo, Alessandro Suglia
2024	—	`conf`	Human - Large Language Model Interaction: The dawn of a new era or the end of it all? HRI (Companion) Daniel Hernández García, Marta Romeo, Christian Dondrup, Nancie Gunson, Angus Addlesee, Weronika Sieinska, Oliver Lemon, Alessandro Suglia, Matthew Peter Aylett
2024	A*	`conf`	Investigating the Role of Instruction Variety and Task Difficulty in Robotic Manipulation Tasks. EMNLP Amit Parekh, Nikolas Vitsakis, Alessandro Suglia, Ioannis Konstas
2024	J	`jnl`	Investigating the Role of Instruction Variety and Task Difficulty in Robotic Manipulation Tasks. CoRR Amit Parekh, Nikolas Vitsakis, Alessandro Suglia, Ioannis Konstas
2024	J	`jnl`	LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks. CoRR 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	J	`jnl`	Learning To See But Forgetting To Follow: Visual Instruction Tuning Makes LLMs More Prone To Jailbreak Attacks. CoRR Georgios Pantazopoulos, Amit Parekh, Malvina Nikandrou, Alessandro Suglia
2024	—	`conf`	Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers. NAACL (Short Papers) Georgios Pantazopoulos, Alessandro Suglia, Oliver Lemon, Arash Eshghi
2024	J	`jnl`	Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers. CoRR Georgios Pantazopoulos, Alessandro Suglia, Oliver Lemon, Arash Eshghi
2024	—	`conf`	PIXAR: Auto-Regressive Language Modeling in Pixel Space. ACL (Findings) Yintao Tai, Xiyang Liao, Alessandro Suglia, Antonio Vergari
2024	J	`jnl`	PIXAR: Auto-Regressive Language Modeling in Pixel Space. CoRR Yintao Tai, Xiyang Liao, Alessandro Suglia, Antonio Vergari
2024	A*	`conf`	Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models. EMNLP Francisco Javier Chiyah Garcia, Alessandro Suglia, Arash Eshghi
2024	J	`jnl`	Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models. CoRR Francisco Javier Chiyah Garcia, Alessandro Suglia, Arash Eshghi
2024	A*	`conf`	Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling. EMNLP Georgios Pantazopoulos, Malvina Nikandrou, Alessandro Suglia, Oliver Lemon, Arash Eshghi
2024	J	`jnl`	Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling. CoRR Georgios Pantazopoulos, Malvina Nikandrou, Alessandro Suglia, Oliver Lemon, Arash Eshghi
2024	J	`jnl`	Visually Grounded Language Learning: A Review of Language Games, Datasets, Tasks, and Models. J. Artif. Intell. Res. Alessandro Suglia, Ioannis Konstas, Oliver Lemon
2023	B	`conf`	'What are you referring to?' Evaluating the Ability of Multi-Modal Dialogue Models to Process Clarificational Exchanges. SIGDIAL Francisco Javier Chiyah Garcia, Alessandro Suglia, Arash Eshghi, Helen Hastie
2023	J	`jnl`	'What are you referring to?' Evaluating the Ability of Multi-Modal Dialogue Models to Process Clarificational Exchanges. CoRR Francisco Javier Chiyah Garcia, Alessandro Suglia, Arash Eshghi, Helen Hastie
2023	—	`conf`	An Analysis of Visually Grounded Instructions in Embodied AI Tasks. CLiC-it Marco Grazioso, Alessandro Suglia
2023	J	`jnl`	Is Feedback All You Need? Leveraging Natural Language Feedback in Goal-Conditioned Reinforcement Learning. CoRR Sabrina McCallum, Max Taylor-Davies, Stefano V. Albrecht, Alessandro Suglia
2023	A*	`conf`	Multitask Multimodal Prompted Training for Interactive Embodied Task Completion. EMNLP Georgios Pantazopoulos, Malvina Nikandrou, Amit Parekh, Bhathiya Hemanthage, Arash Eshghi, Ioannis Konstas, Verena Rieser, Oliver Lemon, Alessandro Suglia
2023	J	`jnl`	Multitask Multimodal Prompted Training for Interactive Embodied Task Completion. CoRR Georgios Pantazopoulos, Malvina Nikandrou, Amit Parekh, Bhathiya Hemanthage, Arash Eshghi, Ioannis Konstas, Verena Rieser, Oliver Lemon, Alessandro Suglia
2023	J	`jnl`	Visually Grounded Language Learning: a review of language games, datasets, tasks, and models. CoRR Alessandro Suglia, Ioannis Konstas, Oliver Lemon
2022	B	`conf`	ACT-Thor: A Controlled Benchmark for Embodied Action Understanding in Simulated Environments. COLING Michael Hanna, Federico Pedeni, Alessandro Suglia, Alberto Testoni, Raffaella Bernardi
2022	—	`conf`	Combine to Describe: Evaluating Compositional Generalization in Image Captioning. ACL (student) Georgios Pantazopoulos, Alessandro Suglia, Arash Eshghi
2022	B	`conf`	Demonstrating EMMA: Embodied MultiModal Agent for Language-guided Action Execution in 3D Simulated Environments. SIGDIAL Alessandro Suglia, Bhathiya Hemanthage, Malvina Nikandrou, Georgios Pantazopoulos, Amit Parekh, Arash Eshghi, Claudio Greco, Ioannis Konstas, Oliver Lemon, Verena Rieser
2022	J	`jnl`	Exploring Multi-Modal Representations for Ambiguity Detection & Coreference Resolution in the SIMMC 2.0 Challenge. CoRR Francisco Javier Chiyah Garcia, Alessandro Suglia, José Lopes, Arash Eshghi, Helen F. Hastie
2022	J	`jnl`	Going for GOAL: A Resource for Grounded Football Commentaries. CoRR Alessandro Suglia, José Lopes, Emanuele Bastianelli, Andrea Vanzo, Shubham Agarwal, Malvina Nikandrou, Lu Yu, Ioannis Konstas, Verena Rieser
2022	J	`jnl`	Task Formulation Matters When Learning Continually: A Case Study in Visual Question Answering. CoRR Malvina Nikandrou, Lu Yu, Alessandro Suglia, Ioannis Konstas, Verena Rieser
2021	A	`conf`	An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games. EACL Alessandro Suglia, Yonatan Bisk, Ioannis Konstas, Antonio Vergari, Emanuele Bastianelli, Andrea Vanzo, Oliver Lemon
2021	J	`jnl`	An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games. CoRR Alessandro Suglia, Yonatan Bisk, Ioannis Konstas, Antonio Vergari, Emanuele Bastianelli, Andrea Vanzo, Oliver Lemon
2021	J	`jnl`	Embodied BERT: A Transformer Model for Embodied, Language-guided Visual Task Completion. CoRR Alessandro Suglia, Qiaozi Gao, Jesse Thomason, Govind Thattai, Gaurav S. Sukhatme
2020	A*	`conf`	CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning. ACL Alessandro Suglia, Ioannis Konstas, Andrea Vanzo, Emanuele Bastianelli, Desmond Elliott, Stella Frank, Oliver Lemon
2020	J	`jnl`	CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning. CoRR Alessandro Suglia, Ioannis Konstas, Andrea Vanzo, Emanuele Bastianelli, Desmond Elliott, Stella Frank, Oliver Lemon
2020	B	`conf`	Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing Games. COLING Alessandro Suglia, Antonio Vergari, Ioannis Konstas, Yonatan Bisk, Emanuele Bastianelli, Andrea Vanzo, Oliver Lemon
2020	J	`jnl`	Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing Games. CoRR Alessandro Suglia, Antonio Vergari, Ioannis Konstas, Yonatan Bisk, Emanuele Bastianelli, Andrea Vanzo, Oliver Lemon
2020	A*	`conf`	Predicting Perceptual Speed from Search Behaviour. SIGIR Olivia Foulds, Alessandro Suglia, Leif Azzopardi, Martin Halvey
2019	J	`jnl`	Bridging the gap between linked open data-based recommender systems and distributed representations. Inf. Syst. Pierpaolo Basile, Claudio Greco, Alessandro Suglia, Giovanni Semeraro
2018	J	`jnl`	Deep Learning and Hierarchical Reinforcement Learning for modeling a Conversational Recommender System. Intelligenza Artificiale Pierpaolo Basile, Claudio Greco, Alessandro Suglia, Giovanni Semeraro
2017	A	`conf`	A Deep Architecture for Content-based Recommendations Exploiting Recurrent Neural Networks. UMAP Alessandro Suglia, Claudio Greco, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2017	—	`conf`	A Similarity-Based Abstract Argumentation Approach to Extractive Text Summarization. AI*IA Stefano Ferilli, Andrea Pazienza, Sergio Angelastro, Alessandro Suglia
2017	—	`conf`	An Automatic Procedure for Generating Datasets for Conversational Recommender Systems. CLEF (Working Notes) Alessandro Suglia, Claudio Greco, Pierpaolo Basile, Giovanni Semeraro, Annalina Caputo
2017	—	`conf`	Converse-Et-Impera: Exploiting Deep Learning and Hierarchical Reinforcement Learning for Conversational Recommender Systems. AI*IA Claudio Greco, Alessandro Suglia, Pierpaolo Basile, Giovanni Semeraro
2017	J	`jnl`	Iterative Multi-document Neural Attention for Multiple Answer Prediction. CoRR Claudio Greco, Alessandro Suglia, Pierpaolo Basile, Gaetano Rossiello, Giovanni Semeraro
2016	—	`conf`	Ask Me Any Rating: A Content-based Recommender System based on Recurrent Neural Networks. IIR Cataldo Musto, Claudio Greco, Alessandro Suglia, Giovanni Semeraro
2016	—	`conf`	Iterative Multi-document Neural Attention for Multiple Answer Prediction. URANIA@AI*IA Claudio Greco, Alessandro Suglia, Pierpaolo Basile, Gaetano Rossiello, Giovanni Semeraro