A Survey on Paraphrase Recognition. - Simone Magnolini (DWAI@AI*IA, 2014)

Paraphrase Identification and Semantic Similarity in Twitter with Simple Features. - Ngoc Phuoc An Vo; Simone Magnolini; Octavian Popescu (SocialNLP@NAACL, 2015)

Predicting Correlations Between Lexical Alignments and Semantic Inferences. - Simone Magnolini; Bernardo Magnini (RANLP, 2015)

Learning the Impact of Machine Translation Evaluation Metrics for Semantic Textual Similarity. - Simone Magnolini; Ngoc Phuoc An Vo; Octavian Popescu (RANLP, 2015)

FBK-HLT: An Effective System for Paraphrase Identification and Semantic Similarity in Twitter. - Ngoc Phuoc An Vo; Simone Magnolini; Octavian Popescu (SemEval@NAACL-HLT, 2015)

FBK-HLT: A New Framework for Semantic Textual Similarity. - Ngoc Phuoc An Vo; Simone Magnolini; Octavian Popescu (SemEval@NAACL-HLT, 2015)

FBK-HLT: An Application of Semantic Textual Similarity for Answer Selection in Community Question Answering. - Ngoc Phuoc An Vo; Simone Magnolini; Octavian Popescu (SemEval@NAACL-HLT, 2015)

Analysis of the Impact of Machine Translation Evaluation Metrics for Semantic Textual Similarity. - Simone Magnolini; Ngoc Phuoc An Vo; Octavian Popescu (AI*IA, 2016)

Tweaking Word Embeddings for FAQ Ranking. - Erick R. Fonseca; Simone Magnolini; Anna Feltracco; Mohammed R. H. Qwaider; Bernardo Magnini (CLiC-it/EVALITA, 2016)

Acquiring Opposition Relations among Italian Verb Senses using Crowdsourcing. - Anna Feltracco; Simone Magnolini; Elisabetta Jezek; Bernardo Magnini (LREC, 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 (SemEval@NAACL-HLT, 2016)

Using WordNet to Build Lexical Sets for Italian Verbs. - Anna Feltracco; Lorenzo Gatti; Elisabetta Jezek; Bernardo Magnini; Simone Magnolini (GWC, 2016)

CH1: A Conversational System to Calculate Carbohydrates in a Meal. - Bernardo Magnini; Vevake Balaraman; Mauro Dragoni; Marco Guerini; Simone Magnolini; Valerio Piccioni (AI*IA, 2018)

What's in a Food Name: Knowledge Induction from Gazetteers of Food Main Ingredient. - Bernardo Magnini; Vevake Balaraman; Simone Magnolini; Marco Guerini (CLiC-it, 2018)

The Perfect Recipe: Add SUGAR, Add Data. - Simone Magnolini; Vevake Balaraman; Marco Guerini; Bernardo Magnini (EVALITA@CLiC-it, 2018)

Toward zero-shot Entity Recognition in Task-oriented Conversational Agents. - Marco Guerini; Simone Magnolini; Vevake Balaraman; Bernardo Magnini (SIGDIAL Conference, 2018)

How to Use Gazetteers for Entity Recognition with Neural Models. - Simone Magnolini; Valerio Piccioni; Vevake Balaraman; Marco Guerini; Bernardo Magnini (SemDeep@IJCAI, 2019)

Comparing Machine Learning and Deep Learning Approaches on NLP Tasks for the Italian Language. - Bernardo Magnini; Alberto Lavelli; Simone Magnolini (LREC, 2020)

Misunderstanding and Risk Communication in Healthcare. - Monica Consolandi; Simone Magnolini; Mauro Dragoni (NL4AI@AI*IA, 2023)

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 (AIME (1), 2024)

Risk Communication in Healthcare: The Management of Misunderstandings. - Monica Consolandi; Simone Magnolini; Mauro Dragoni (HC@AIxIA, 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 (HC@AIxIA, 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 (IR-RAG@SIGIR, 2024)

Leveraging Multi-agent Systems for Domain-Pertinence Query Classification in Informative Chatbots. - Patrizio Bellan; Saba Ghanbari Haez; Leonardo Sanna; Simone Magnolini; Mauro Dragoni (AIME (1), 2025)