Simone Magnolini

According to our database, Simone Magnolini authored at least 24 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Leveraging Multi-agent Systems for Domain-Pertinence Query Classification in Informative Chatbots.

Patrizio Bellan, Saba Ghanbari Haez, Leonardo Sanna, Simone Magnolini, Mauro Dragoni

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2024

Chain-of-Thought to Enhance Document Retrieval in Certified Medical Chatbots.

Leonardo Sanna, Simone Magnolini, Patrizio Bellan, Saba Ghanbari Haez, Marina Segala, Monica Consolandi, Mauro Dragoni

Proceedings of the Workshop Information Retrieval's Role in RAG Systems (IR-RAG 2024) co-located with the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), 2024

"Doctor, Is It Normal?" Enabling Medical Chatbots to Provide Certified Replies to Normalcy Questions (Short Paper).

Leonardo Sanna, Simone Magnolini, Patrizio Bellan, Saba Ghanbari Haez, Marina Segala, Monica Consolandi, Mauro Dragoni

Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2024) co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024

Risk Communication in Healthcare: The Management of Misunderstandings.

Monica Consolandi, Simone Magnolini, Mauro Dragoni

Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2024) co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024

A Retrieval-Augmented Generation Strategy to Enhance Medical Chatbot Reliability.

Saba Ghanbari Haez, Marina Segala, Patrizio Bellan, Simone Magnolini, Leonardo Sanna, Monica Consolandi, Mauro Dragoni

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023

Misunderstanding and Risk Communication in Healthcare.

Monica Consolandi, Simone Magnolini, Mauro Dragoni

Proceedings of the Seventh Workshop on Natural Language for Artificial Intelligence (NL4AI 2023) co-located with 22th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2020

Comparing Machine Learning and Deep Learning Approaches on NLP Tasks for the Italian Language.

Bernardo Magnini, Alberto Lavelli, Simone Magnolini

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019

How to Use Gazetteers for Entity Recognition with Neural Models.

Simone Magnolini, Valerio Piccioni, Vevake Balaraman, Marco Guerini, Bernardo Magnini

Proceedings of the 5th Workshop on Semantic Deep Learning, 2019

2018

Toward zero-shot Entity Recognition in Task-oriented Conversational Agents.

Marco Guerini, Simone Magnolini, Vevake Balaraman, Bernardo Magnini

Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

The Perfect Recipe: Add SUGAR, Add Data.

Simone Magnolini, Vevake Balaraman, Marco Guerini, Bernardo Magnini

Proceedings of the Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2018) co-located with the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

What's in a Food Name: Knowledge Induction from Gazetteers of Food Main Ingredient.

Bernardo Magnini, Vevake Balaraman, Simone Magnolini, Marco Guerini

Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

CH1: A Conversational System to Calculate Carbohydrates in a Meal.

Bernardo Magnini, Vevake Balaraman, Mauro Dragoni, Marco Guerini, Simone Magnolini, Valerio Piccioni

Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

2016

Using WordNet to Build Lexical Sets for Italian Verbs.

Anna Feltracco, Lorenzo Gatti, Elisabetta Jezek, Bernardo Magnini, Simone Magnolini

Proceedings of the 8th Global WordNet Conference, 2016

FBK-HLT-NLP at SemEval-2016 Task 2: A Multitask, Deep Learning Approach for Interpretable Semantic Textual Similarity.

Simone Magnolini, Anna Feltracco, Bernardo Magnini

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Acquiring Opposition Relations among Italian Verb Senses using Crowdsourcing.

Anna Feltracco, Simone Magnolini, Elisabetta Jezek, Bernardo Magnini

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Tweaking Word Embeddings for FAQ Ranking.

Erick R. Fonseca, Simone Magnolini, Anna Feltracco, Mohammed R. H. Qwaider, Bernardo Magnini

Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016

Analysis of the Impact of Machine Translation Evaluation Metrics for Semantic Textual Similarity.

Simone Magnolini, Ngoc Phuoc An Vo, Octavian Popescu

Proceedings of the AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29, 2016

2015

FBK-HLT: An Application of Semantic Textual Similarity for Answer Selection in Community Question Answering.

Ngoc Phuoc An Vo, Simone Magnolini, Octavian Popescu

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

FBK-HLT: A New Framework for Semantic Textual Similarity.

Ngoc Phuoc An Vo, Simone Magnolini, Octavian Popescu

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

FBK-HLT: An Effective System for Paraphrase Identification and Semantic Similarity in Twitter.

Ngoc Phuoc An Vo, Simone Magnolini, Octavian Popescu

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Learning the Impact of Machine Translation Evaluation Metrics for Semantic Textual Similarity.

Simone Magnolini, Ngoc Phuoc An Vo, Octavian Popescu

Proceedings of the Recent Advances in Natural Language Processing, 2015

Predicting Correlations Between Lexical Alignments and Semantic Inferences.

Simone Magnolini, Bernardo Magnini

Proceedings of the Recent Advances in Natural Language Processing, 2015

Paraphrase Identification and Semantic Similarity in Twitter with Simple Features.

Ngoc Phuoc An Vo, Simone Magnolini, Octavian Popescu

Proceedings of the third International Workshop on Natural Language Processing for Social Media, 2015

2014

A Survey on Paraphrase Recognition.

Simone Magnolini

Proceedings of the Second Doctoral Workshop in Artificial Intelligence (DWAI 2014) An official workshop of the 13th Symposium of the Italian Association for Artificial Intelligence "Artificial Intelligence for Society and Economy" (AI*IA 2014), 2014