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ORCIDNL4AI@AI*IA 2024: Bolzano/Bozen, Italy
- Giovanni Bonetta, Claudiu Daniel Hromei, Lucia Siciliani, Marco Antonio Stranisci:
Proceedings of the Eight Workshop on Natural Language for Artificial Intelligence (NL4AI 2024) co-located with 23th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2024), Bolzano, Italy, November 26th-27th, 2024. CEUR Workshop Proceedings 3877, CEUR-WS.org 2024
Generative and Conversational AI
- Lucrezia Laraspata, Fabio Cardilli, Giovanna Castellano, Gennaro Vessio:
Enhancing Human Capital Management through GPT-driven Questionnaire Generation. - Diego Gosmar, Deborah A. Dahl, Emmett Coin, David Attwater:
AI Multi-Agent Interoperability Extension for Managing Multiparty Conversations.
LLM Applications
- Patrick Styll, Wojciech Kusa, Allan Hanbury:
Enhancing Clinical Data Capture: Developing a Natural Language Processing Pipeline for Converting Free Text Admission Notes to Structured EHR Data. - Flavio Valerio, Pierpaolo Basile, Marco de Gemmis:
Adapting a Large Language Model to the Legal Domain: A Case Study in Italian. - Loris Di Quilio, Fabio Fioravanti:
A Comprehensive Framework for Aspect-Category Sentiment Analysis. - Irene Siragusa, Roberto Pirrone:
UniQA: an Italian and English Question-Answering Data Set Based on Educational Documents. - Sofia Brenna, Bernardo Magnini:
Last Utterance Proactivity Prediction in Task-oriented Dialogues. - Valeria Nardoni, Marco Lippi, Giulia Hyeraci, Martina Maccari, Amirreza Dehghan Tarazjani, Gianni Virgili, Rosa Gini, Simone Marinai:
Towards Automatically Filling Questionnaires from Clinical Records with Large Language Models.
Multimodal and NLP Applications
- Antonio Scaiella, Daniele Margiotta, Claudiu Daniel Hromei, Danilo Croce, Roberto Basili:
Evaluating Multimodal Large Language Models for Visual Question-Answering in Italian. - Michele Papucci, Alessio Miaschi, Felice Dell'Orletta:
Fantastic Labels and Where to Find Them: Attention-Based Label Selection for Text-to-Text Classification. - Marta Sartor, Felice Dell'Orletta, Giulia Venturi:
Coherence Evaluation in Italian Language Models. - Calogero Jerik Scozzaro, Matteo Delsanto, Antonio Mastropaolo, Enrico Mensa, Luisa Revelli, Daniele Paolo Radicioni:
On the Reform of the Italian Constitution: an Interdisciplinary Text Readability Analysis.
Selected Papers
- Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro:
LLaVA-NDiNO: Empowering LLMs with Multimodality for the Italian Language. - Emanuele Colonna, Alessandro Arezzo, Domenico Roberto, David Landi, Felice Vitulano, Gennaro Vessio, Giovanna Castellano:
Towards Italian Sign Language Generation for Digital Humans.
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