How to use gazetteers for entity recognition with neural models S Magnolini, V Piccioni, V Balaraman, M Guerini, B Magnini Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5), 40-49, 2019 | 32 | 2019 |
Toward zero-shot entity recognition in task-oriented conversational agents M Guerini, S Magnolini, V Balaraman, B Magnini Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue …, 2018 | 27 | 2018 |
Paraphrase identification and semantic similarity in twitter with simple features V Ngoc Phuoc An, S Magnolini, O Popescu The 3rd International Workshop on Natural Language Processing for Social …, 2015 | 26 | 2015 |
Comparing machine learning and deep learning approaches on NLP tasks for the Italian language B Magnini, A Lavelli, S Magnolini Proceedings of the twelfth language resources and evaluation conference …, 2020 | 20 | 2020 |
FBK-HLT: A new framework for semantic textual similarity V Ngoc Phuoc An, S Magnolini, O Popescu Proceedings of the 9th International Workshop on Semantic Evaluation …, 2015 | 13 | 2015 |
Fbk-hlt-nlp at semeval-2016 task 2: A multitask, deep learning approach for interpretable semantic textual similarity S Magnolini, A Feltracco, B Magnini Proceedings of the 10th International Workshop on Semantic Evaluation …, 2016 | 9 | 2016 |
Tweaking word embeddings for FAQ ranking ER Fonseca, S Magnolini, A Feltracco, MRH Qwaider, B Magnini EVALITA. Evaluation of NLP and Speech Tools for Italian, 134, 2016 | 8 | 2016 |
FBK-HLT: An application of semantic textual similarity for answer selection in community question answering NPA Vo, S Magnolini, O Popescu Proceedings of the 9th International Workshop on Semantic Evaluation …, 2015 | 8 | 2015 |
A Survey on Paraphrase Recognition. S Magnolini DWAI@ AI* IA 1334, 33-41, 2014 | 7 | 2014 |
A retrieval-augmented generation strategy to enhance medical chatbot reliability S Ghanbari Haez, M Segala, P Bellan, S Magnolini, L Sanna, ... International Conference on Artificial Intelligence in Medicine, 213-223, 2024 | 4 | 2024 |
FBK-HLT: An effective system for paraphrase identification and semantic similarity in Twitter NPA Vo, S Magnolini, O Popescu Proceedings of the 9th International Workshop on Semantic Evaluation …, 2015 | 4 | 2015 |
Ch1: A conversational system to calculate carbohydrates in a meal B Magnini, V Balaraman, M Dragoni, M Guerini, S Magnolini, V Piccioni AI* IA 2018–Advances in Artificial Intelligence: XVIIth International …, 2018 | 3 | 2018 |
Building certified medical chatbots: Overcoming unstructured data limitations with modular RAG L Sanna, P Bellan, S Magnolini, M Segala, SG Haez, M Consolandi, ... Proceedings of the First Workshop on Patient-Oriented Language Processing …, 2024 | 2 | 2024 |
Misunderstanding and Risk Communication in Healthcare. M Consolandi, S Magnolini, M Dragoni NL4AI@ AI* IA, 2023 | 2 | 2023 |
Mapping semantic types onto wordnet synsets E Jezek, A Feltracco, L Gatti, S Magnolini, B Magnini Proceedings of the Twelfth Joint ACL-ISO Workshop on Interoperable Semantic …, 2016 | 2 | 2016 |
Using WordNet to Build Lexical Sets for Italian Verbs A Feltracco, L Gatti, E Ježek, B Magnini, S Magnolini Proceedings of the 8th Global WordNet Conference (GWC), 101-105, 2016 | 2 | 2016 |
Annotating opposition among verb senses: a crowdsourcing experiment A Feltracco, E Jezek, B Magnini, S Magnolini CLiC it, 135, 2015 | 2 | 2015 |
Chain-of-Thought to Enhance Document Retrieval in Certified Medical Chatbots L Sanna, S Magnolini, P Bellan, SG Haez, M Segala, M Consolandi, ... Proceedings of the Workshop Information Retrieval’s Role in RAG Systems (IR …, 2024 | 1 | 2024 |
What's in a Food Name: Knowledge Induction from Gazetteers of Food Main Ingredient. B Magnini, V Balaraman, S Magnolini, M Guerini, FB Kessler, TI Povo CLiC-it, 2018 | 1 | 2018 |
Acquiring opposition relations among italian verb senses using crowdsourcing A Feltracco, S Magnolini, E Ježek, B Magnini Proceedings of the Tenth International Conference on Language Resources and …, 2016 | 1 | 2016 |