Search Results for author: Simone Balloccu

Found 6 papers, 2 papers with code

Beyond calories: evaluating how tailored communication reduces emotional load in diet-coaching

no code implementations HumEval (ACL) 2022 Simone Balloccu, Ehud Reiter

However, previous work on apps evaluation only focused on dietary outcomes, ignoring users’ emotional state despite its influence on eating habits.

Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs

no code implementations6 Feb 2024 Simone Balloccu, Patrícia Schmidtová, Mateusz Lango, Ondřej Dušek

Natural Language Processing (NLP) research is increasingly focusing on the use of Large Language Models (LLMs), with some of the most popular ones being either fully or partially closed-source.

Ask the experts: sourcing high-quality datasets for nutritional counselling through Human-AI collaboration

1 code implementation16 Jan 2024 Simone Balloccu, Ehud Reiter, Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni

We release HAI-coaching, the first expert-annotated nutrition counselling dataset containing ~2. 4K dietary struggles from crowd workers, and ~97K related supportive texts generated by ChatGPT.

Nutrition

Anno-MI: A Dataset of Expert-Annotated Counselling Dialogues

1 code implementation IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022 Zixiu Wu, Simone Balloccu, Vivek Kumar, Rim Helaoui, Ehud Reiter, Diego Reforgiato Recupero, Daniele Riboni

Research on natural language processing for counselling dialogue analysis has seen substantial development in recent years, but access to this area remains extremely limited due to the lack of publicly available expert-annotated therapy conversations.

Dialogue Generation Natural Language Understanding

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