AI-driven transcriptomic encoders: From explainable models to accurate, sample-independent cancer diagnostics - Danilo Croce; Artem Smirnov; Luigi Tiburzi; Serena Travaglini; Roberta Costa; Armando Calabrese; Roberto Basili; Nathan Levialdi Ghiron; Gerry Melino (Expert Syst. Appl., 2024)

Special Issue: Selected papers from the AIxIA 2023 Workshops - Andrea Brunello; Danilo Croce (Intelligenza Artificiale, 2024)

MM-IGLU-IT: Multi-modal Interactive Grounded Language Understanding in Italian - Federico Borazio; Claudiu Daniel Hromei; Elisa Passone; Danilo Croce; Roberto Basili (AIxIA 2024 - Advances in Artificial Intelligence - XXIIIrd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2024, Bolzano, Italy, November 25-28, 2024, Proceedings, 2024)

CALAMITA: Challenge the Abilities of LAnguage Models in ITAlian - Giuseppe Attanasio; Pierpaolo Basile; Federico Borazio; Danilo Croce; Maria Francis; Jacopo Gili; Elio Musacchio; Malvina Nissim; Viviana Patti; Matteo Rinaldi; Daniel Scalena (Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), Pisa, Italy, December 4-6, 2024, 2024)

La Non Canonica L'hai Studiata? Exploring LLMs and Sentence Canonicity in Italian - Claudiu D. Hromei; Danilo Croce; Rodolfo Delmonte; Roberto Basili (Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), Pisa, Italy, December 4-6, 2024, 2024)

Leveraging Large Language Models for Fact Verification in Italian - Antonio Scaiella; Stefano Costanzo; Elisa Passone; Danilo Croce; Giorgio Gambosi (Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), Pisa, Italy, December 4-6, 2024, 2024)

MM-IGLU: Multi-Modal Interactive Grounded Language Understanding - Claudiu Daniel Hromei; Daniele Margiotta; Danilo Croce; Roberto Basili (Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy, 2024)

Evaluating Multimodal Large Language Models for Visual Question-Answering in Italian - Antonio Scaiella; Daniele Margiotta; Claudiu Daniel Hromei; Danilo Croce; Roberto Basili (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, 2024)

Grounding End-to-End Pre-trained architectures for Semantic Role Labeling in multiple languages - Claudiu D. Hromei; Danilo Croce; Roberto Basili (Intelligenza Artificiale, 2023)

Integrating Physical and Cognitive Interaction Capabilities in a Robot-Aided Rehabilitation Platform - Christian Tamantini; Francesco Scotto di Luzio; Claudiu Daniel Hromei; Lorenzo Cristofori; Danilo Croce; Marco Cammisa; Arcangela Cristofaro; Maria Vittoria Marabello; Roberto Basili; Loredana Zollo (IEEE Syst. J., 2023)

Scaling Large Language Models to the Extreme: Neural Semantic Processing of Multiple Tasks in Italian - Claudiu D. Hromei; Danilo Croce; Valerio Basile; Roberto Basili (AIxIA 2023 - Advances in Artificial Intelligence - XXIInd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2023, Rome, Italy, November 6-9, 2023, Proceedings, 2023)

End-to-end Dependency Parsing via Auto-regressive Large Language Model - Claudiu Daniel Hromei; Danilo Croce; Roberto Basili (Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30 - December 2, 2023, 2023)

TaxoSBERT: Unsupervised Taxonomy Expansion Through Expressive Semantic Similarity - Daniele Margiotta; Danilo Croce; Roberto Basili (Deep Learning Theory and Applications - 4th International Conference, DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings, 2023)

ExtremITA at EVALITA 2023: Multi-Task Sustainable Scaling to Large Language Models at its Extreme - Claudiu D. Hromei; Danilo Croce; Valerio Basile; Roberto Basili (Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), Parma, Italy, September 7th-8th, 2023, 2023)

Business Knowledge and Neural Learning: organisation-specific transformer via semantic pre-training - Daniele Margiotta; Danilo Croce; Marco Rotoloni; Barbara Cacciamani; Roberto Basili (Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023), Pisa, Italy, May 29-30, 2023, 2023)

An End-to-end Transformer-based Model for Interactive Grounded Language Understanding - Claudiu Daniel Hromei; Daniele Margiotta; Danilo Croce; Roberto Basili (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), Rome, Italy, November 6th-7th, 2023, 2023)

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023 - System Demonstrations, Dubrovnik, Croatia, May 2-4, 2023 - Danilo Croce; Luca Soldaini (Association for Computational Linguistics, 2023)

Grounding end-to-end Architectures for Semantic Role Labeling in Human Robot Interaction - Claudiu Daniel Hromei; Danilo Croce; Roberto Basili (Proceedings of the Sixth Workshop on Natural Language for Artificial Intelligence (NL4AI 2022) co-located with 21th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), Udine, November 30th, 2022, 2022)

Ethics by Design for Intelligent and Sustainable Adaptive Systems - Luca Squadrone; Danilo Croce; Roberto Basili (AIxIA 2022 - Advances in Artificial Intelligence - XXIst International Conference of the Italian Association for Artificial Intelligence, AIxIA 2022, Udine, Italy, November 28 - December 2, 2022, Proceedings, 2022)

Embedding Contextual Information in Seq2seq Models for Grounded Semantic Role Labeling - Claudiu Daniel Hromei; Lorenzo Cristofori; Danilo Croce; Roberto Basili (AIxIA 2022 - Advances in Artificial Intelligence - XXIst International Conference of the Italian Association for Artificial Intelligence, AIxIA 2022, Udine, Italy, November 28 - December 2, 2022, Proceedings, 2022)

Learning to Generate Examples for Semantic Processing Tasks - Danilo Croce; Simone Filice; Giuseppe Castellucci; Roberto Basili (Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2022, Seattle, WA, United States, July 10-15, 2022, 2022)

Sentiment Polarity Classification at EVALITA: Lessons Learned and Open Challenges - Valerio Basile; Nicole Novielli; Danilo Croce; Francesco Barbieri; Malvina Nissim; Viviana Patti (IEEE Trans. Affect. Comput., 2021)

Learning to Solve NLP Tasks in an Incremental Number of Languages - Giuseppe Castellucci; Simone Filice; Danilo Croce; Roberto Basili (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021 (Volume 2: Short Papers), Virtual Event, August 1-6, 2021, 2021)

MT-GAN-BERT: Multi-Task and Generative Adversarial Learning for Sustainable Language Processing - Claudia Breazzano; Danilo Croce; Roberto Basili (Proceedings of the Fifth Workshop on Natural Language for Artificial Intelligence (NL4AI 2021) co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2021), Online event, November 29, 2021, 2021)

HeAL9000: an Intelligent Rehabilitation Robot - Lorenzo Cristofori; Claudiu D. Hromei; Francesco Scotto di Luzio; Christian Tamantini; Francesca Cordella; Danilo Croce; Loredana Zollo; Roberto Basili (Proceedings of the Workshop on Towards Smarter Health Care: Can Artificial Intelligence Help? co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), Anywhere, November 29th, 2021, 2021)

Multi-task and Generative Adversarial Learning for Robust and Sustainable Text Classification - Claudia Breazzano; Danilo Croce; Roberto Basili (AIxIA 2021 - Advances in Artificial Intelligence - 20th International Conference of the Italian Association for Artificial Intelligence, Virtual Event, December 1-3, 2021, Revised Selected Papers, 2021)

Knowledge-Based Neural Pre-training for Intelligent Document Management - Daniele Margiotta; Danilo Croce; Marco Rotoloni; Barbara Cacciamani; Roberto Basili (AIxIA 2021 - Advances in Artificial Intelligence - 20th International Conference of the Italian Association for Artificial Intelligence, Virtual Event, December 1-3, 2021, Revised Selected Papers, 2021)

GQA-it: Italian Question Answering on Image Scene Graphs - Danilo Croce; Lucia C. Passaro; Alessandro Lenci; Roberto Basili (Proceedings of the Eighth Italian Conference on Computational Linguistics, CLiC-it 2021, Milan, Italy, January 26-28, 2022, 2021)

Proceedings of the Fifth Workshop on Natural Language for Artificial Intelligence (NL4AI 2021) co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2021), Online event, November 29, 2021 - Elena Cabrio; Danilo Croce; Lucia C. Passaro; Rachele Sprugnoli (CEUR-WS.org, 2021)

Grounded language interpretation of robotic commands through structured learning - Andrea Vanzo; Danilo Croce; Emanuele Bastianelli; Roberto Basili; Daniele Nardi (Artif. Intell., 2020)

Adversarial training for few-shot text classification - Danilo Croce; Giuseppe Castellucci; Roberto Basili (Intelligenza Artificiale, 2020)

Actionable Ethics through Neural Learning - Daniele Rossini; Danilo Croce; Sara Mancini; Massimo Pellegrino; Roberto Basili (The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020)

GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples - Danilo Croce; Giuseppe Castellucci; Roberto Basili (Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020, 2020)

Automatic Induction of FrameNet lexical units in Italian - Silvia Brambilla; Danilo Croce; Fabio Tamburini; Roberto Basili (Proceedings of the Seventh Italian Conference on Computational Linguistics, CLiC-it 2020, Bologna, Italy, March 1-3, 2021, 2020)

EVALITA 2020: Overview of the 7th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian - Valerio Basile; Danilo Croce; Maria Di Maro; Lucia C. Passaro (Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), Online event, December 17th, 2020, 2020)

UNITOR @ DANKMEME: Combining Convolutional Models and Transformer-based architectures for accurate MEME management - Claudia Breazzano; Edoardo Rubino; Danilo Croce; Roberto Basili (Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), Online event, December 17th, 2020, 2020)

UNITOR @ Sardistance2020: Combining Transformer-based Architectures and Transfer Learning for Robust Stance Detection - Simone Giorgioni; Marcello Politi; Samir Salman; Roberto Basili; Danilo Croce (Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), Online event, December 17th, 2020, 2020)

Proceedings of the 4th Workshop on Natural Language for Artificial Intelligence (NL4AI 2020) co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2020), Anywhere, November 25th-27th, 2020 - Pierpaolo Basile; Valerio Basile; Danilo Croce; Elena Cabrio (CEUR-WS.org, 2020)

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), Online event, December 17th, 2020 - Valerio Basile; Danilo Croce; Maria Di Maro; Lucia C. Passaro (CEUR-WS.org, 2020)

GASP! Generating Abstracts of Scientific Papers from Abstracts of Cited Papers - Fabio Massimo Zanzotto; Viviana Bono; Paola Vocca; Andrea Santilli; Danilo Croce; Giorgio Gambosi; Roberto Basili (CoRR, 2020)

Making sense of kernel spaces in neural learning - Danilo Croce; Simone Filice; Roberto Basili (Comput. Speech Lang., 2019)

Enabling deep learning for large scale question answering in Italian - Danilo Croce; Alexandra Zelenanska; Roberto Basili (Intelligenza Artificiale, 2019)

Neural embeddings: accurate and readable inferences based on semantic kernels - Danilo Croce; Daniele Rossini; Roberto Basili (Nat. Lang. Eng., 2019)

Kernel-Based Generative Adversarial Networks for Weakly Supervised Learning - Danilo Croce; Giuseppe Castellucci; Roberto Basili (AI*IA 2019 - Advances in Artificial Intelligence - XVIIIth International Conference of the Italian Association for Artificial Intelligence, Rende, Italy, November 19-22, 2019, Proceedings, 2019)

Deep Bidirectional Transformers for Italian Question Answering - Danilo Croce; Giorgio Brandi; Roberto Basili (Proceedings of the Sixth Italian Conference on Computational Linguistics, Bari, Italy, November 13-15, 2019, 2019)

Automatic Recognition of Narrative Drama Units: A Structured Learning Approach - Danilo Croce; Roberto Basili; Vincenzo Lombardo; Eleonora Ceccaldi (Proceedings of Text2Story - 2nd Workshop on Narrative Extraction From Texts, co-located with the 41st European Conference on Information Retrieval, Text2Story@ECIR 2019, Cologne, Germany, April 14th, 2019, 2019)

Auditing Deep Learning processes through Kernel-based Explanatory Models - Danilo Croce; Daniele Rossini; Roberto Basili (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019)

Auditing Deep Learning processes through Kernel-based Explanatory Models - Danilo Croce; Daniele Rossini; Roberto Basili (Proceedings of the 10th Italian Information Retrieval Workshop, Padova, Italy, September 16-18, 2019, 2019)

Neural Learning for Question Answering in Italian - Danilo Croce; Alexandra Zelenanska; Roberto Basili (AI*IA 2018 - Advances in Artificial Intelligence - XVIIth International Conference of the Italian Association for Artificial Intelligence, Trento, Italy, November 20-23, 2018, Proceedings, 2018)

On the Readability of Deep Learning Models: the role of Kernel-based Deep Architectures - Danilo Croce; Daniele Rossini; Roberto Basili (Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), Torino, Italy, December 10-12, 2018, 2018)

Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures - Danilo Croce; Daniele Rossini; Roberto Basili (Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, BlackboxNLP@EMNLP 2018, Brussels, Belgium, November 1, 2018, 2018)

Overview of the EVALITA 2018 Aspect-based Sentiment Analysis Task (ABSITA) - Pierpaolo Basile; Valerio Basile; Danilo Croce; Marco Polignano (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), Turin, Italy, December 12-13, 2018, 2018)

A Markovian Kernel-based Approach for itaLIan Speech acT labEliNg - Danilo Croce; Roberto Basili (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), Turin, Italy, December 12-13, 2018, 2018)

A Kernel-based Approach for Irony and Sarcasm Detection in Italian - Andrea Santilli; Danilo Croce; Roberto Basili (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), Turin, Italy, December 12-13, 2018, 2018)

Proceedings of the 2nd Workshop on Natural Language for Artificial Intelligence (NL4AI 2018) co-located with 17th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2018), Trento, Italy, November 22nd to 23rd, 2018 - Pierpaolo Basile; Valerio Basile; Danilo Croce; Felice Dell'Orletta; Marco Guerini (CEUR-WS.org, 2018)

Effective and scalable kernel-based language learning via stratified Nyström methods - Danilo Croce; Simone Filice; Roberto Basili (Intelligenza Artificiale, 2017)

Structured learning for spoken language understanding in human-robot interaction - Emanuele Bastianelli; Giuseppe Castellucci; Danilo Croce; Roberto Basili; Daniele Nardi (Int. J. Robotics Res., 2017)

KELP: a Kernel-based Learning Platform - Simone Filice; Giuseppe Castellucci; Giovanni Da San Martino; Alessandro Moschitti; Danilo Croce; Roberto Basili (J. Mach. Learn. Res., 2017)

Structured Learning for Context-aware Spoken Language Understanding of Robotic Commands - Andrea Vanzo; Danilo Croce; Roberto Basili; Daniele Nardi (Proceedings of the First Workshop on Language Grounding for Robotics, RoboNLP@ACL 2017, Vancouver, Canada, August 3, 2017, 2017)

Deep Learning in Semantic Kernel Spaces - Danilo Croce; Simone Filice; Giuseppe Castellucci; Roberto Basili (Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, Volume 1: Long Papers, 2017)

On the Impact of Linguistic Information in Kernel-Based Deep Architectures - Danilo Croce; Simone Filice; Roberto Basili (AI*IA 2017 Advances in Artificial Intelligence - XVIth International Conference of the Italian Association for Artificial Intelligence, Bari, Italy, November 14-17, 2017, Proceedings, 2017)

Monitoring Adolescents' Distress using Social Web data as a Source: the InsideOut Project - Roberto Basili; Valentina Bellomaria; Niels Jonas Bugge; Danilo Croce; Francesco De Michele; Federico Fiori Nastro; Paolo Fiori Nastro; Chantal Michel; Stefanie Schmidt; Frauke Schultze-Lutter (Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), Rome, Italy, December 11-13, 2017, 2017)

Developing a Large Scale FrameNet for Italian: the IFrameNet Experience - Silvia Brambilla; Danilo Croce; Fabio Tamburini; Roberto Basili (Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), Rome, Italy, December 11-13, 2017, 2017)

Deep Learning for Automatic Image Captioning in Poor Training Conditions - Caterina Masotti; Danilo Croce; Roberto Basili (Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), Rome, Italy, December 11-13, 2017, 2017)

Proceedings of the 1st Workshop on Natural Language for Artificial Intelligence co-located with 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), Bari, Italy, November 16th - to - 17th, 2017 - Pierpaolo Basile; Danilo Croce; Marco Guerini (CEUR-WS.org, 2017)

Robust Spoken Language Understanding for House Service Robots - Andrea Vanzo; Danilo Croce; Emanuele Bastianelli; Roberto Basili; Daniele Nardi (Polibits, 2016)

Structured Knowledge and Kernel-based Learning: the case of Grounded Spoken Language Learning in Interactive Robotics - Roberto Basili; Danilo Croce (Proceedings of the AI*IA Workshop on Deep Understanding and Reasoning: A Challenge for Next-generation Intelligent Agents 2016 co-located with 15th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2016), Genova, Italy, November 28th, 2016, 2016)

User Mood Tracking for Opinion Analysis on Twitter - Giuseppe Castellucci; Danilo Croce; Diego De Cao; Roberto Basili (AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29 - December 1, 2016, Proceedings, 2016)

Spoken Language Understanding for Service Robotics in Italian - Andrea Vanzo; Danilo Croce; Giuseppe Castellucci; Roberto Basili; Daniele Nardi (AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29 - December 1, 2016, Proceedings, 2016)

Overview of the Evalita 2016 SENTIment POLarity Classification Task - Francesco Barbieri; Valerio Basile; Danilo Croce; Malvina Nissim; Nicole Novielli; Viviana Patti (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), Napoli, Italy, December 5-7, 2016, 2016)

Context-aware Convolutional Neural Networks for Twitter Sentiment Analysis in Italian - Giuseppe Castellucci; Danilo Croce; Roberto Basili (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), Napoli, Italy, December 5-7, 2016, 2016)

Nyström Methods for Efficient Kernel-Based Methods for Community Question Answering - Danilo Croce; Simone Filice; Roberto Basili (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), Napoli, Italy, December 5-7, 2016, 2016)

Context-aware Spoken Language Understanding for Human Robot Interaction - Andrea Vanzo; Danilo Croce; Roberto Basili; Daniele Nardi (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), Napoli, Italy, December 5-7, 2016, 2016)

Large-Scale Kernel-Based Language Learning Through the Ensemble Nystr doto o extasciidieresis m Methods - Danilo Croce; Roberto Basili (Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings, 2016)

Injecting Sentiment Information in Context-aware Convolutional Neural Networks - Danilo Croce; Giuseppe Castellucci; Roberto Basili (Proceedings of the 7th Italian Information Retrieval Workshop, Venezia, Italy, May 30-31, 2016, 2016)

A Discriminative Approach to Grounded Spoken Language Understanding in Interactive Robotics - Emanuele Bastianelli; Danilo Croce; Andrea Vanzo; Roberto Basili; Daniele Nardi (Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016, 2016)

Dialogue with Robots to Support Symbiotic Autonomy - Andrea Vanzo; Danilo Croce; Emanuele Bastianelli; Guglielmo Gemignani; Roberto Basili; Daniele Nardi (Dialogues with Social Robots - Enablements, Analyses, and Evaluation, Seventh International Workshop on Spoken Dialogue Systems, IWSDS 2016, Saariselkä, Finland, January 13-16, 2016, 2016)

A Language Independent Method for Generating Large Scale Polarity Lexicons - Giuseppe Castellucci; Danilo Croce; Roberto Basili (Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, Portorož, Slovenia, May 23-28, 2016, 2016)

KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers - Simone Filice; Danilo Croce; Alessandro Moschitti; Roberto Basili (Proceedings of the 10th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2016, San Diego, CA, USA, June 16-17, 2016, 2016)

A Stratified Strategy for Efficient Kernel-Based Learning - Simone Filice; Danilo Croce; Roberto Basili (Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA, 2015)

KeLP: a Kernel-based Learning Platform for Natural Language Processing - Simone Filice; Giuseppe Castellucci; Danilo Croce; Roberto Basili (Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, ACL 2015, July 26-31, 2015, Beijing, China, System Demonstrations, 2015)

Bootstrapping Large Scale Polarity Lexicons through Advanced Distributional Methods - Giuseppe Castellucci; Danilo Croce; Roberto Basili (AI*IA 2015, Advances in Artificial Intelligence - XIVth International Conference of the Italian Association for Artificial Intelligence, Ferrara, Italy, September 23-25, 2015, Proceedings, 2015)

Using Semantic Models for Robust Natural Language Human Robot Interaction - Emanuele Bastianelli; Danilo Croce; Roberto Basili; Daniele Nardi (AI*IA 2015, Advances in Artificial Intelligence - XIVth International Conference of the Italian Association for Artificial Intelligence, Ferrara, Italy, September 23-25, 2015, Proceedings, 2015)

A Compositional Perspective in Convolution Kernels - Roberto Basili; Paolo Annesi; Giuseppe Castellucci; Danilo Croce (Proceedings of the 6th Italian Information Retrieval Workshop, Cagliari, Italy, May 25-26, 2015, 2015)

Using semantic maps for robust natural language interaction with robots - Emanuele Bastianelli; Danilo Croce; Roberto Basili; Daniele Nardi (16th Annual Conference of the International Speech Communication Association, INTERSPEECH 2015, Dresden, Germany, September 6-10, 2015, 2015)

Acquiring a Large Scale Polarity Lexicon Through Unsupervised Distributional Methods - Giuseppe Castellucci; Danilo Croce; Roberto Basili (Natural Language Processing and Information Systems - 20th International Conference on Applications of Natural Language to Information Systems, NLDB 2015 Passau, Germany, June 17-19, 2015 Proceedings, 2015)

Semantic Tree Kernels for Statistical Natural Language Learning - Danilo Croce; Roberto Basili; Alessandro Moschitti (Harmonization and Development of Resources and Tools for Italian Natural Language Processing within the PARLI Project, 2015)

Distributional Models for Lexical Semantics: An Investigation of Different Representations for Natural Language Learning - Danilo Croce; Simone Filice; Roberto Basili (Harmonization and Development of Resources and Tools for Italian Natural Language Processing within the PARLI Project, 2015)

Semantic Compositionality in Tree Kernels - Paolo Annesi; Danilo Croce; Roberto Basili (Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014, 2014)

A context-based model for Sentiment Analysis in Twitter - Andrea Vanzo; Danilo Croce; Roberto Basili (COLING 2014, 25th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, August 23-29, 2014, Dublin, Ireland, 2014)

Effective and Robust Natural Language Understanding for Human-Robot Interaction - Emanuele Bastianelli; Giuseppe Castellucci; Danilo Croce; Roberto Basili; Daniele Nardi (ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic - Including Prestigious Applications of Intelligent Systems (PAIS 2014), 2014)

Effective Kernelized Online Learning in Language Processing Tasks - Simone Filice; Giuseppe Castellucci; Danilo Croce; Roberto Basili (Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings, 2014)

Enabling Enterprise Semantic Search through Language Technologies: the ProgressIt Experience - Roberto Basili; Andrea Ciapetti; Danilo Croce; Valeria Marino; Paolo Salvatore; Valerio Storch (Proceedings of the 5th Italian Information Retrieval Workshop, Roma, Italy, January 20-21, 2014, 2014)

HuRIC: a Human Robot Interaction Corpus - Emanuele Bastianelli; Giuseppe Castellucci; Danilo Croce; Luca Iocchi; Roberto Basili; Daniele Nardi (Proceedings of the Ninth International Conference on Language Resources and Evaluation, LREC 2014, Reykjavik, Iceland, May 26-31, 2014, 2014)

RoboCup@Home Spoken Corpus: Using Robotic Competitions for Gathering Datasets - Emanuele Bastianelli; Luca Iocchi; Daniele Nardi; Giuseppe Castellucci; Danilo Croce; Roberto Basili (RoboCup 2014: Robot World Cup XVIII [papers from the 18th Annual RoboCup International Symposium, João Pessoa, Brazil, July 15, 2014)

UNITOR: Aspect Based Sentiment Analysis with Structured Learning - Giuseppe Castellucci; Simone Filice; Danilo Croce; Roberto Basili (Proceedings of the 8th International Workshop on Semantic Evaluation, SemEval@COLING 2014, Dublin, Ireland, August 23-24, 2014, 2014)

Towards Compositional Tree Kernels - Paolo Annesi; Danilo Croce; Roberto Basili (Proceedings of the Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora, JSSP 2013, Trento, Italy, November 20-22, 2013, 2013)

Textual Inference and Meaning Representation in Human Robot Interaction - Emanuele Bastianelli; Giuseppe Castellucci; Danilo Croce; Roberto Basili (Proceedings of the Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora, JSSP 2013, Trento, Italy, November 20-22, 2013, 2013)

Enabling Advanced Business Intelligence in Divino - Danilo Croce; Francesco Garzoli; Marco Montesi; Diego De Cao; Roberto Basili (Proceedings of the 7th International Workshop on Information Filtering and Retrieval co-located with the 13th Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), Turin, Italy, December 6, 2013, 2013)

A Robust Machine Learning Approach for Signal Separation and Classification - Simone Filice; Danilo Croce; Roberto Basili (Pattern Recognition and Image Analysis - 6th Iberian Conference, IbPRIA 2013, Funchal, Madeira, Portugal, June 5-7, 2013. Proceedings, 2013)

Robust Language Learning via Efficient Budgeted Online Algorithms - Simone Filice; Giuseppe Castellucci; Danilo Croce; Roberto Basili (13th IEEE International Conference on Data Mining Workshops, ICDM Workshops, TX, USA, December 7-10, 2013, 2013)

Linear Online Learning over Structured Data with Distributed Tree Kernels - Simone Filice; Danilo Croce; Roberto Basili; Fabio Massimo Zanzotto (12th International Conference on Machine Learning and Applications, ICMLA 2013, Miami, FL, USA, December 4-7, 2013, Volume 1, 2013)

INSEARCH: A Platform for Enterprise Semantic Search - Diego De Cao; Valerio Storch; Danilo Croce; Roberto Basili (Proceedings of the 4th Italian Information Retrieval Workshop, Pisa, Italy, January 16-17, 2013, 2013)

UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis - Giuseppe Castellucci; Simone Filice; Danilo Croce; Roberto Basili (Proceedings of the 7th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2013, Atlanta, Georgia, USA, June 14-15, 2013, 2013)

UNITOR-HMM-TK: Structured Kernel-based learning for Spatial Role Labeling - Emanuele Bastianelli; Danilo Croce; Roberto Basili; Daniele Nardi (Proceedings of the 7th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2013, Atlanta, Georgia, USA, June 14-15, 2013, 2013)

UNITOR-CORE_TYPED: Combining Text Similarity and Semantic Filters through SV Regression - Danilo Croce; Valerio Storch; Roberto Basili (Proceedings of the Second Joint Conference on Lexical and Computational Semantics, *SEM 2013, June 13-14, 2013, Atlanta, Georgia, USA, 2013)

Structured learning for semantic role labeling - Danilo Croce; Giuseppe Castellucci; Emanuele Bastianelli (Intelligenza Artificiale, 2012)

Verb Classification using Distributional Similarity in Syntactic and Semantic Structures - Danilo Croce; Alessandro Moschitti; Roberto Basili; Martha Palmer (The 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea - Volume 1: Long Papers, 2012)

Distributional Models and Lexical Semantics in Convolution Kernels - Danilo Croce; Simone Filice; Roberto Basili (Computational Linguistics and Intelligent Text Processing - 13th International Conference, CICLing 2012, New Delhi, India, March 11-17, 2012, Proceedings, Part I, 2012)

Robust Requirements Analysis in Complex Systems through Machine Learning - Francesco Garzoli; Danilo Croce; Manuela Nardini; Francesco Ciambra; Roberto Basili (Trustworthy Eternal Systems via Evolving Software, Data and Knowledge - Second International Workshop, EternalS 2012, Montpellier, France, August 28, 2012, Revised Selected Papers, 2012)

Grammatical Feature Engineering for Fine-grained IR Tasks - Danilo Croce; Roberto Basili (Proceedings of the 3rd Italian Information Retrieval Workshop, Bari, Italy, January 26-27, 2012, 2012)

Algebraic Compositional Models for Semantic Similarity in Ranking and Clustering - Paolo Annesi; Valerio Storch; Danilo Croce; Roberto Basili (Proceedings of the 3rd Italian Information Retrieval Workshop, Bari, Italy, January 26-27, 2012, 2012)

Distributional Compositional Semantics and Text Similarity - Danilo Croce; Valerio Storch; Paolo Annesi; Roberto Basili (Sixth IEEE International Conference on Semantic Computing, ICSC 2012, Palermo, Italy, September 19-21, 2012, 2012)

UNITOR: Combining Semantic Text Similarity functions through SV Regression - Danilo Croce; Paolo Annesi; Valerio Storch; Roberto Basili (Proceedings of the 6th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2012, Montréal, Canada, June 7-8, 2012, 2012)

Latent Topic Models of Surface Syntactic Information - Roberto Basili; Cristina Giannone; Danilo Croce; Carlotta Domeniconi (AI*IA 2011: Artificial Intelligence Around Man and Beyond - XIIth International Conference of the Italian Association for Artificial Intelligence, Palermo, Italy, September 15-17, 2011. Proceedings, 2011)

Structured Learning for Semantic Role Labeling - Danilo Croce; Roberto Basili (AI*IA 2011: Artificial Intelligence Around Man and Beyond - XIIth International Conference of the Italian Association for Artificial Intelligence, Palermo, Italy, September 15-17, 2011. Proceedings, 2011)

Semantic convolution kernels over dependency trees: smoothed partial tree kernel - Danilo Croce; Alessandro Moschitti; Roberto Basili (Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011, 2011)

Structured Lexical Similarity via Convolution Kernels on Dependency Trees - Danilo Croce; Alessandro Moschitti; Roberto Basili (Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, EMNLP 2011, 27-31 July 2011, John McIntyre Conference Centre, Edinburgh, UK, A meeting of SIGDAT, a Special Interest Group of the ACL, 2011)

Structured Kernel-Based Learning for the Frame Labeling over Italian Texts - Danilo Croce; Emanuele Bastianelli; Giuseppe Castellucci (Evaluation of Natural Language and Speech Tools for Italian, International Workshop, EVALITA 2011, Rome, Italy, January 24-25, 2012, Revised Selected Papers, 2011)

Towards Open-Domain Semantic Role Labeling - Danilo Croce; Cristina Giannone; Paolo Annesi; Roberto Basili (ACL 2010, Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, July 11-16, 2010, Uppsala, Sweden, 2010)

Comparing EEG/ERP-Like and fMRI-Like Techniques for Reading Machine Thoughts - Fabio Massimo Zanzotto; Danilo Croce (Brain Informatics, International Conference, BI 2010, Toronto, ON, Canada, August 28-30, 2010. Proceedings, 2010)

Acquiring IE Patterns through Distributional Lexical Semantic Models - Roberto Basili; Danilo Croce; Cristina Giannone; Diego De Cao (Computational Linguistics and Intelligent Text Processing, 11th International Conference, CICLing 2010, Iasi, Romania, March 21-27, 2010. Proceedings, 2010)

Extensive Evaluation of a FrameNet-WordNet mapping resource - Diego De Cao; Danilo Croce; Roberto Basili (Proceedings of the International Conference on Language Resources and Evaluation, LREC 2010, 17-23 May 2010, Valletta, Malta, 2010)

A Robust Geometric Model for Argument Classification - Cristina Giannone; Danilo Croce; Roberto Basili; Diego De Cao (AI*IA 2009: Emergent Perspectives in Artificial Intelligence, XIth International Conference of the Italian Association for Artificial Intelligence, Reggio Emilia, Italy, December 9-12, 2009, Proceedings, 2009)

Reading What Machines "Think" - Fabio Massimo Zanzotto; Danilo Croce (Brain Informatics, International Conference, BI 2009, Beijing, China, October 22-24, 2009, Proceedings, 2009)

Cross-Language Frame Semantics Transfer in Bilingual Corpora - Roberto Basili; Diego De Cao; Danilo Croce; Bonaventura Coppola; Alessandro Moschitti (Computational Linguistics and Intelligent Text Processing, 10th International Conference, CICLing 2009, Mexico City, Mexico, March 1-7, 2009. Proceedings, 2009)

Learning Semantic Roles for Ontology Patterns - Roberto Basili; Danilo Croce; Diego De Cao; Cristina Giannone (Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Milan, Italy, 15-18 September 2009, 2009)

Semantic Word Spaces for Robust Role Labeling - Cristina Giannone; Danilo Croce; Roberto Basili (International Conference on Machine Learning and Applications, ICMLA 2009, Miami Beach, Florida, USA, December 13-15, 2009, 2009)

Combining Word Sense and Usage for Modeling Frame Semantics - Diego De Cao; Danilo Croce; Marco Pennacchiotti; Roberto Basili (Semantics in Text Processing. STEP 2008 Conference Proceedings, Venice, Italy, September 22-24, 2008, 2008)

Automatic induction of FrameNet lexical units - Marco Pennacchiotti; Diego De Cao; Roberto Basili; Danilo Croce; Michael Roth (2008 Conference on Empirical Methods in Natural Language Processing, EMNLP 2008, Proceedings of the Conference, 25-27 October 2008, Honolulu, Hawaii, USA, A meeting of SIGDAT, a Special Interest Group of the ACL, 2008)