Unsupervised Singleton Expansion from Free Text. - Maurizio Atzori; Simone Balloccu; Andrea Bellanti (ICSC, 2018)

OKgraph: Unsupervised Structured Data Extraction from Plain Text. - Maurizio Atzori; Simone Balloccu; Andrea Bellanti; Emanuele Mameli; Stefano Raimondo Usai (IIR, 2019)

A NLG Framework for User Tailoring and Profiling in Healthcare. - Simone Balloccu; Steffen Pauws; Ehud Reiter (SmartPhil@IUI, 2020)

How are you? Introducing stress-based text tailoring. - Simone Balloccu; Ehud Reiter; Alexandra Johnstone; Claire Fyfe (CoRR, 2020)

Fully-Unsupervised Embeddings-Based Hypernym Discovery. - Maurizio Atzori; Simone Balloccu (Inf., 2020)

Unaddressed challenges in persuasive dieting chatbots. - Simone Balloccu; Ehud Reiter; Matteo G. Collu; Federico Sanna; Manuela Sanguinetti; Maurizio Atzori (UMAP (Adjunct Publication), 2021)

Anno-MI: A Dataset of Expert-Annotated Counselling Dialogues. - Zixiu Wu; Simone Balloccu; Vivek Kumar 007; Rim Helaoui; Ehud Reiter; Diego Reforgiato Recupero; Daniele Riboni (ICASSP, 2022)

Comparing informativeness of an NLG chatbot vs graphical app in diet-information domain. - Simone Balloccu; Ehud Reiter (CoRR, 2022)

Are Experts Needed? On Human Evaluation of Counselling Reflection Generation. - Zixiu Wu; Simone Balloccu; Ehud Reiter; Rim Helaoui; Diego Reforgiato Recupero; Daniele Riboni (ACL (1), 2023)

Smart Selection of Useful Insights from Wearables. - Allmin Pradhap Singh Susaiyah; Aki Härmä; Simone Balloccu; Ehud Reiter; Milan Petkovic (ICASSP Workshops, 2023)

Creation, Analysis and Evaluation of AnnoMI, a Dataset of Expert-Annotated Counselling Dialogues. - Zixiu Wu; Simone Balloccu; Vivek Kumar 007; Rim Helaoui; Diego Reforgiato Recupero; Daniele Riboni (Future Internet, 2023)

Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs. - Simone Balloccu; Patrícia Schmidtová; Mateusz Lango; Ondrej Dusek (EACL (1), 2024)

Ask the experts: sourcing a high-quality nutrition counseling dataset through Human-AI collaboration. - Simone Balloccu; Ehud Reiter; Karen Li; Rafael Sargsyan; Vivek Kumar 007; Diego Reforgiato Recupero; Daniele Riboni; Ondrej Dusek (EMNLP (Findings), 2024)

factgenie: A Framework for Span-based Evaluation of Generated Texts. - Zdenek Kasner; Ondrej Plátek; Patrícia Schmidtová; Simone Balloccu; Ondrej Dusek (INLG (System Demonstrations), 2024)

Automatic Metrics in Natural Language Generation: A survey of Current Evaluation Practices. - Patrícia Schmidtová; Saad Mahamood; Simone Balloccu; Ondrej Dusek; Albert Gatt; Dimitra Gkatzia; David M. Howcroft; Ondrej Plátek; Adarsa Sivaprasad (INLG, 2024)

HUMAD 2024: International Workshop on Human-Centered Modeling and Adaptation for Digital Transformation. - Simone Balloccu; Alessandro Sebastian Podda; Livio Pompianu; Roberto Saia; Angelo Antonio Salatino (UMAP (Adjunct Publication), 2024)

Ask the experts: sourcing high-quality datasets for nutritional counselling through Human-AI collaboration. - Simone Balloccu; Ehud Reiter; Vivek Kumar 007; Diego Reforgiato Recupero; Daniele Riboni (CoRR, 2024)

PhilHumans: Benchmarking Machine Learning for Personal Health. - Vadim Liventsev; Vivek Kumar 007; Allmin Pradhap Singh Susaiyah; Zixiu Wu; Ivan Rodin; Asfand Yaar; Simone Balloccu; Marharyta Beraziuk; Sebastiano Battiato; Giovanni Maria Farinella; Aki Härmä; Rim Helaoui; et al. (CoRR, 2024)

Large Language Models as Span Annotators. - Zdenek Kasner; Vilém Zouhar; Patrícia Schmidtová; Ivan Kartác; Kristýna Onderková; Ondrej Plátek; Dimitra Gkatzia; Saad Mahamood; Ondrej Dusek; Simone Balloccu (CoRR, 2025)