A software architecture for generic human activity recognition from smartphone sensor data. - Alberto Testoni; Marco Di Felice (M&N, 2017)

Grounded Textual Entailment. - Hoa Trong Vu; Claudio Greco 002; Aliia Erofeeva; Somayeh Jafaritazehjan; Guido Linders; Marc Tanti; Alberto Testoni; Raffaella Bernardi; Albert Gatt (COLING, 2018)

Jointly Learning to See, Ask, Decide when to Stop, and then GuessWhat. - Ravi Shekhar; Alberto Testoni; Raquel Fernández; Raffaella Bernardi (CLiC-it, 2019)

Which Turn do Neural Models Exploit the Most to Solve GuessWhat? Diving into the Dialogue History Encoding in Transformers and LSTMs. - Claudio Greco 002; Alberto Testoni; Raffaella Bernardi (NL4AI@AI*IA, 2020)

Grounding Dialogue History: Strengths and Weaknesses of Pre-trained Transformers. - Claudio Greco 002; Alberto Testoni; Raffaella Bernardi (AI*IA, 2020)

Overprotective Training Environments Fall Short at Testing Time: Let Models Contribute to Their Own Training. - Alberto Testoni; Raffaella Bernardi (CLiC-it, 2020)

"I've Seen Things You People Wouldn't Believe": Hallucinating Entities in GuessWhat?! - Alberto Testoni; Raffaella Bernardi (ACL (student), 2021)

The Interplay of Task Success and Dialogue Quality: An in-depth Evaluation in Task-Oriented Visual Dialogues. - Alberto Testoni; Raffaella Bernardi (EACL, 2021)

Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy. - Alberto Testoni; Raffaella Bernardi (EMNLP (1), 2021)

Artificial Intelligence Models Do Not Ground Negation, Humans Do. GuessWhat?! Dialogues as a Case Study. - Alberto Testoni; Claudio Greco 002; Raffaella Bernardi (Frontiers Big Data, 2021)

Probability Distributions as a Litmus Test to Inspect NNs Grounding Skills. - Alex J. Lucassen; Alberto Testoni; Raffaella Bernardi (NL4AI@AI*IA, 2022)

ACT-Thor: A Controlled Benchmark for Embodied Action Understanding in Simulated Environments. - Michael Hanna 001; Federico Pedeni; Alessandro Suglia; Alberto Testoni; Raffaella Bernardi (COLING, 2022)

Are Current Decoding Strategies Capable of Facing the Challenges of Visual Dialogue? - Amit Kumar Chaudhary; Alex J. Lucassen; Ioanna Tsani; Alberto Testoni (CoRR, 2022)

The Efficiency of Question-Asking Strategies in a Real-World Visual Search Task. - Alberto Testoni; Raffaella Bernardi; Azzurra Ruggeri (Cogn. Sci., 2023)

Naming, Describing, and Quantifying Visual Objects in Humans and LLMs. - Alberto Testoni; Juell Sprott; Sandro Pezzelle (ACL (Short Papers), 2024)

Asking the Right Question at the Right Time: Human and Model Uncertainty Guidance to Ask Clarification Questions. - Alberto Testoni; Raquel Fernández (EACL (1), 2024)

Learning to Ask Informative Questions: Enhancing LLMs with Preference Optimization and Expected Information Gain. - Davide Mazzaccara; Alberto Testoni; Raffaella Bernardi (EMNLP (Findings), 2024)

Don't Buy it! Reassessing the Ad Understanding Abilities of Contrastive Multimodal Models. - Anna Bavaresco; Alberto Testoni; Raquel Fernández (CoRR, 2024)

LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks. - Anna Bavaresco; Raffaella Bernardi; Leonardo Bertolazzi; Desmond Elliott; Raquel Fernández; Albert Gatt; Esam Ghaleb; Mario Giulianelli; Michael Hanna 001; Alexander Koller; André F. T. Martins; Philipp Mondorf; et al. (CoRR, 2024)

RACQUET: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs. - Alberto Testoni; Barbara Plank; Raquel Fernández (CoRR, 2024)

From Tools to Teammates: Evaluating LLMs in Multi-Session Coding Interactions. - Nathanaël Carraz Rakotonirina; Mohammed Hamdy; Jon Ander Campos; Lucas Weber; Alberto Testoni; Marzieh Fadaee; Sandro Pezzelle; Marco Del Tredici (ACL (1), 2025)

Playpen: An Environment for Exploring Learning Through Conversational Interaction. - Nicola Horst; Davide Mazzaccara; Antonia Schmidt; Michael Sullivan; Filippo Momentè; Luca Franceschetti; Philipp Sadler; Sherzod Hakimov; Alberto Testoni; Raffaella Bernardi; Raquel Fernández; Alexander Koller; et al. (CoRR, 2025)

Different Questions, Different Models: Fine-Grained Evaluation of Uncertainty and Calibration in Clinical QA with LLMs. - Alberto Testoni; Iacer Calixto (CoRR, 2025)