A Natural Language Interface to Expert Systems Based on Logic Predicates. - Maria Teresa Pazienza; Roberto Basili 001 (Modelling the Innovation, 1990)

Using Word Association for Syntactic Disambiguation. - Roberto Basili 001; Maria Teresa Pazienza; Paola Velardi (AI*IA, 1991)

Computational Lexicons: the Neat Examples and the Odd Exemplars. - Roberto Basili 001; Maria Teresa Pazienza; Paola Velardi (ANLP, 1992)

A Knowledge-Based Approach to Statistical Query Processing. - Carla Basili; Roberto Basili 001; Leonardo Meo-Evoli (EDBT, 1992)

Inducing a CG Representation for Basic-Level Categorization of Verbs. - Roberto Basili 001; Maria Teresa Pazienza (ICCS, 1993)

Semi-automatic extraction of linguistic information for syntactic disambiguation. - Roberto Basili 001; Maria Teresa Pazienza; Paola Velardi (Appl. Artif. Intell., 1993)

What can be learned from raw texts? - Roberto Basili 001; Maria Teresa Pazienza; Paola Velardi (Mach. Transl., 1993)

Acquisition of selectional patterns in sublanguages. - Roberto Basili 001; Maria Teresa Pazienza; Paola Velardi (Mach. Transl., 1993)

Might a semantic lexicon support hypertextual authoring? - Roberto Basili 001; Fabrizio Grisoli; Maria Teresa Pazienza (ANLP, 1994)

A "not-so-shallow" parser for collocational analysis. - Roberto Basili 001; Maria Teresa Pazienza; Paola Velardi (COLING, 1994)

Modelling Syntactic Uncertainty in Lexical Acquisition from Texts. - Roberto Basili 001; Alessandro Marziali; Maria Teresa Pazienza (J. Quant. Linguistics, 1994)

HIRMA: Hypertextual Information Retrieval System Managed by ARIOSTO. - Roberto Basili 001; Fabrizio Grisoli; Maria Teresa Pazienza (Data Knowl. Eng., 1995)

Unsupervised Learning of Syntactic Knowledge: Methods and Measures. - Roberto Basili 001; Alessandro Marziali; Maria Teresa Pazienza; Paola Velardi (EMNLP, 1996)

An Empirical Symbolic Approach to Natural Language Processing. - Roberto Basili 001; Maria Teresa Pazienza; Paola Velardi (Artif. Intell., 1996)

Integrating General-purpose and Corpus-based Verb Classification. - Roberto Basili 001; Paola Velardi; Maria Teresa Pazienza (Comput. Linguistics, 1996)

Corpus-Driven Unsupervised Learning of Verb Subcategorization Frames. - Roberto Basili 001; Maria Teresa Pazienza; Michele Vindigni (AI*IA, 1997)

Inducing Terminology for Lexical Acquisition. - Roberto Basili 001; Gianluca De Rossi; Maria Teresa Pazienza (EMNLP, 1997)

Lexical Acquisition and Information Extraction. - Roberto Basili 001; Maria Teresa Pazienza (SCIE, 1997)

Contextual Word Sense Tuning and Disambiguation. - Roberto Basili 001; Michelangelo Della Rocca; Maria Teresa Pazienza (Appl. Artif. Intell., 1997)

Automatic Adaptation of WordNet to Sublanguages and to Computational Tasks. - Roberto Basili 001; Alessandro Cucchiarelli; Carlo Consoli; Maria Teresa Pazienza; Paola Velardi (WordNet@ACL/COLING, 1998)

Efficient Parsing for Information Extraction. - Roberto Basili 001; Maria Teresa Pazienza; Fabio Massimo Zanzotto (ECAI, 1998)

Representing Document Content via an Object-Oriented Paradigm. - Roberto Basili 001; Massimo Di Nanni; Maria Teresa Pazienza (ISMIS, 1999)

Engineering of IE Systems: An Object-Oriented Approach. - Roberto Basili 001; Massimo Di Nanni; Maria Teresa Pazienza (SCIE, 1999)

Customizable Modular Lexicalized Parsing. - Roberto Basili 001; Maria Teresa Pazienza; Fabio Massimo Zanzotto (IWPT, 2000)

Tuning Lexicons to New Operational Scenarios. - Roberto Basili 001; Maria Teresa Pazienza; Michele Vindigni; Fabio Massimo Zanzotto (LREC, 2000)

Language sensitive text classification. - Roberto Basili 001; Alessandro Moschitti; Maria Teresa Pazienza (RIAO, 2000)

An Adaptive and Distributed Framework for Advanced IR. - Roberto Basili 001; Maria Teresa Pazienza; Luigi Mazzucchelli (RIAO, 2000)

Multilingual Authoring: the NAMIC Approach. - Roberto Basili 001; Roberta Catizone; Lluís Padró 001; Maria Teresa Pazienza; German Rigau; Andrea Setzer; Nick Webb; Yorick Wilks; Fabio Massimo Zanzotto (HTLKM@ACL, 2001)

Identification of Relevant Terms to Support the Construction of Domain Ontologies. - Paola Velardi; Michele Missikoff; Roberto Basili 001 (HTLKM@ACL, 2001)

A Hybrid Approach to Optimize Feature Selection Process in Text Classification. - Roberto Basili 001; Alessandro Moschitti; Maria Teresa Pazienza (AI*IA, 2001)

Flexible Parsing Architectures for NLP Applications. - Roberto Basili 001; Maria Teresa Pazienza; Fabio Massimo Zanzotto (AI*IA, 2001)

A Robust Model for Intelligent Text Classification. - Roberto Basili 001; Alessandro Moschitti (ICTAI, 2001)

NLP-driven IR: Evaluating Performances over a Text Classification task. - Roberto Basili 001; Alessandro Moschitti; Maria Teresa Pazienza (IJCAI, 2001)

Decision Trees as Explicit Domain Term Definitions. - Roberto Basili 001; Maria Teresa Pazienza; Fabio Massimo Zanzotto (COLING, 2002)

Empirical investigation of fast text classification over linguistic features. - Roberto Basili 001; Alessandro Moschitti; Maria Teresa Pazienza (ECAI, 2002)

Acquisition of conceptual domain dictionaries via decision tree learning. - Roberto Basili 001; Maria Teresa Pazienza; Fabio Massimo Zanzotto (ECAI, 2002)

Web-Based Information Access: Multilingual Automatic Authoring. - Roberto Basili 001; Maria Teresa Pazienza; Fabio Massimo Zanzotto (ITCC, 2002)

Intelligent NLP-Driven Text Classification. - Roberto Basili 001; Alessandro Moschitti (Int. J. Artif. Intell. Tools, 2002)

Parsing engineering and empirical robustness. - Roberto Basili 001; Fabio Massimo Zanzotto (Nat. Lang. Eng., 2002)

Inducing hyperlinking rules in text collections. - Roberto Basili 001; Maria Teresa Pazienza; Fabio Massimo Zanzotto (RANLP, 2003)

Integrating Ontological and Linguistic Knowledge for Conceptual Information Extraction. - Roberto Basili 001; Michele Vindigni; Fabio Massimo Zanzotto (Web Intelligence, 2003)

Learning to Classify Text Using Support Vector Machines: Methods, Theory, and Algorithms by Thorsten Joachims. - Roberto Basili 001 (Comput. Linguistics, 2003)

Personalizing Web Publishing via Information Extraction. - Roberto Basili 001; Alessandro Moschitti; Maria Teresa Pazienza; Fabio Massimo Zanzotto (IEEE Intell. Syst., 2003)

Complex Linguistic Features for Text Classification: A Comprehensive Study. - Alessandro Moschitti; Roberto Basili 001 (ECIR, 2004)

Classification of musical genre: a machine learning approach. - Roberto Basili 001; Alfredo Serafini; Armando Stellato (ISMIR, 2004)

A Similarity Measure for Unsupervised Semantic Disambiguation. - Roberto Basili 001; Marco Cammisa; Fabio Massimo Zanzotto (LREC, 2004)

A2Q: An Agent-based Architecure for Multilingual Q&A. - Roberto Basili 001; Nicola Lorusso; Maria Teresa Pazienza; Fabio Massimo Zanzotto (LREC, 2004)

Large Scale Experiments for Semantic Labeling of Noun Phrases in Raw Text. - Louise Guthrie; Roberto Basili 001; Fabio Massimo Zanzotto; Kalina Bontcheva; Hamish Cunningham; David Guthrie; Jia Cui; Marco Cammisa; Jerry Cheng-Chieh Liu; Cassia Farria Martin; Kristiyan Haralambiev; Martin Holub; et al. (LREC, 2004)

Ontology-Based Question Answering in a Federation of University Sites: The MOSES Case Study. - Paolo Atzeni; Roberto Basili 001; Dorte Haltrup Hansen; Paolo Missier; Patrizia Paggio; Maria Teresa Pazienza; Fabio Massimo Zanzotto (NLDB, 2004)

Understanding the Web through its Language. - Roberto Basili 001; Michele Vindigni; Fabio Massimo Zanzotto (Web Intelligence, 2004)

Integrating Linguistic and Ontological Knowledge through Lexical Acquisition. - Roberto Basili 001 (Intelligenza Artificiale, 2004)

A Semantic Kernel to Exploit Linguistic Knowledge. - Roberto Basili 001; Marco Cammisa; Alessandro Moschitti (AI*IA, 2005)

Effective use of WordNet Semantics via Kernel-Based Learning. - Roberto Basili 001; Marco Cammisa; Alessandro Moschitti (CoNLL, 2005)

Hierarchical Semantic Role Labeling. - Alessandro Moschitti; Ana-Maria Giuglea; Bonaventura Coppola; Roberto Basili 001 (CoNLL, 2005)

RitroveRAI: A Web Application for Semantic Indexing and Hyperlinking of Multimedia News. - Roberto Basili 001; Marco Cammisa; Emanuele Donati (ISWC, 2005)

Ontology-driven Information Retrieval in FF-Poirot. - Roberto Basili 001; Marco Cammisa; Maria Vittoria Marabello; Marco Pennacchiotti; Dario Saracino; Fabio Massimo Zanzotto (SWAP, 2005)

Creating Rich Metadata in the TV Broadcast Archives Environment: The PrestoSpace Project. - Alberto Messina; Laurent Boch; Giorgio Dimino; Werner Bailer; Peter Schallauer; Walter Allasia; M. Groppo; M. Vigilante; Roberto Basili 001 (AXMEDIS, 2006)

Semantic Role Labeling via Tree Kernel Joint Inference. - Alessandro Moschitti; Daniele Pighin; Roberto Basili 001 (CoNLL, 2006)

Tree Kernel Engineering in Semantic Role Labeling Systems. - Alessandro Moschitti; Daniele Pighin; Roberto Basili 001 (Learning Structured Information@EACL, 2006)

Imegrating Domain and Paradigmatic Similarity for unsupervised Sense Tagging. - Roberto Basili 001; Marco Cammisa; Alfio Massimiliano Gliozzo (ECAI, 2006)

Semantic Tree Kernels to Classify Predicate Argument Structures. - Alessandro Moschitti; Bonaventura Coppola; Daniele Pighin; Roberto Basili 001 (ECAI, 2006)

Semantic Kernels for Text Classification Based on Topological Measures of Feature Similarity. - Stephan Bloehdorn; Roberto Basili 001; Marco Cammisa; Alessandro Moschitti (ICDM, 2006)

A Tree Kernel approach to Question and Answer Classification in Question Answering Systems. - Alessandro Moschitti; Roberto Basili 001 (LREC, 2006)

Designing Semantic Kernels as Implicit Superconcept Expansions. - Stephan Bloehdorn; Roberto Basili 001; Marco Cammisa; Alessandro Moschitti (LWA, 2006)

Extensive Evaluation of Efficient NLP-Driven Text Classification. - Roberto Basili 001; Alessandro Moschitti; Maria Teresa Pazienza (Appl. Artif. Intell., 2006)

A Semantic Kernel to Classify Texts with Very Few Training Examples. - Roberto Basili 001; Marco Cammisa; Alessandro Moschitti (Informatica (Slovenia), 2006)

Semantic indexing and hyperlinking of multimedia news: the RitroveRAI System. - Roberto Basili 001; Marco Cammisa; Emanuele Donati; Alessandro Moschitti (J. Digit. Inf. Manag., 2006)

Exploiting Syntactic and Shallow Semantic Kernels for Question Answer Classification. - Alessandro Moschitti; Silvia Quarteroni; Roberto Basili 001; Suresh Manandhar (ACL, 2007)

Data-Driven Dialogue for Interactive Question Answering. - Roberto Basili 001; Diego De Cao; Cristina Giannone; Paolo Marocco (AI*IA, 2007)

Mining Web Data for Image Semantic Annotation. - Roberto Basili 001; Riccardo Petitti; Dario Saracino (AI*IA, 2007)

Integrating Audiovisual and Semantic Metadata for Applications in Broadcast Archiving. - Werner Bailer; Peter Schallauer; Alberto Messina; Laurent Boch; Roberto Basili 001; Marco Cammisa; Borislav Popov (BTW Workshops, 2007)

Advanced Structural Representations for Question Classification and Answer Re-ranking. - Silvia Quarteroni; Alessandro Moschitti; Suresh Manandhar; Roberto Basili 001 (ECIR, 2007)

Ontological Modeling for Interactive Question Answering. - Roberto Basili 001; Diego De Cao; Cristina Giannone (OTM Workshops (1), 2007)

Audio Feature Engineering for Automatic Music Genre Classification. - Paolo Annesi; Roberto Basili 001; Raffaele Gitto; Alessandro Moschitti; Riccardo Petitti (RIAO, 2007)

LSA-Based Automatic Acquisition of Semantic Image Descriptions. - Roberto Basili 001; Riccardo Petitti; Dario Saracino (SAMT, 2007)

RTV: Tree Kernels for Thematic Role Classification. - Daniele Pighin; Alessandro Moschitti; Roberto Basili 001 (SemEval@ACL, 2007)

Combining Word Sense and Usage for Modeling Frame Semantics. - Diego De Cao; Danilo Croce; Marco Pennacchiotti; Roberto Basili 001 (STEP, 2008)

Semantically Rich Spaces for Document Clustering. - Roberto Basili 001; Paolo Marocco; Daniele Milizia (DEXA Workshops, 2008)

Automatic induction of FrameNet lexical units. - Marco Pennacchiotti; Diego De Cao; Roberto Basili 001; Danilo Croce; Michael Roth 001 (EMNLP, 2008)

A Comparative Analysis of Kernel-Based Methods for the Classification of Land Cover Maps in Satellite Imagery. - Roberto Basili 001; Fabio Del Frate; Matteo Luciani; Francesco Mesiano; Fabio Pacifici; Riccardo Rossi (IGARSS (4), 2008)

Towards a Vector Space Model for FrameNet-like Resources. - Marco Pennacchiotti; Diego De Cao; Paolo Marocco; Roberto Basili 001 (LREC, 2008)

Tree Kernels for Semantic Role Labeling. - Alessandro Moschitti; Daniele Pighin; Roberto Basili 001 (Comput. Linguistics, 2008)

Kernel-Based Learning for Domain-Specific Relation Extraction. - Roberto Basili 001; Cristina Giannone; Chiara Del Vescovo; Alessandro Moschitti; Paolo Naggar (AI*IA, 2009)

A Robust Geometric Model for Argument Classification. - Cristina Giannone; Danilo Croce; Roberto Basili 001; Diego De Cao (AI*IA, 2009)

Kernel-based relation extraction from investigative data. - Cristina Giannone; Roberto Basili 001; Chiara Del Vescovo; Paolo Naggar; Alessandro Moschitti (AND, 2009)

Cross-Language Frame Semantics Transfer in Bilingual Corpora. - Roberto Basili 001; Diego De Cao; Danilo Croce; Bonaventura Coppola; Alessandro Moschitti (CICLing, 2009)

Learning Semantic Roles for Ontology Patterns. - Roberto Basili 001; Danilo Croce; Diego De Cao; Cristina Giannone (Web Intelligence/IAT Workshops, 2009)

Semantic Word Spaces for Robust Role Labeling. - Cristina Giannone; Danilo Croce; Roberto Basili 001 (ICMLA, 2009)

Automatic multimedia annotation through kernel combinations. - Diego De Cao; Roberto Basili 001; Riccardo Petitti (WIAMIS, 2009)

Towards Open-Domain Semantic Role Labeling. - Danilo Croce; Cristina Giannone; Paolo Annesi; Roberto Basili 001 (ACL, 2010)

Cross-Lingual Alignment of FrameNet Annotations through Hidden Markov Models. - Paolo Annesi; Roberto Basili 001 (CICLing, 2010)

Acquiring IE Patterns through Distributional Lexical Semantic Models. - Roberto Basili 001; Danilo Croce; Cristina Giannone; Diego De Cao (CICLing, 2010)

Summary of the 4th workshop on analytics for noisy unstructured text data (AND). - Roberto Basili 001; Daniel P. Lopresti; Christoph Ringlstetter; Shourya Roy; Klaus U. Schulz; L. Venkata Subramaniam (CIKM, 2010)

Extensive Evaluation of a FrameNet-WordNet mapping resource. - Diego De Cao; Danilo Croce; Roberto Basili 001 (LREC, 2010)

Robust and Efficient Page Rank for Word Sense Disambiguation. - Diego De Cao; Roberto Basili 001; Matteo Luciani; Francesco Mesiano; Riccardo Rossi (TextGraphs@ACL, 2010)

Distributional lexical semantics: Toward uniform representation paradigms for advanced acquisition and processing tasks. - Roberto Basili 001; Marco Pennacchiotti (Nat. Lang. Eng., 2010)

Latent Topic Models of Surface Syntactic Information. - Roberto Basili 001; Cristina Giannone; Danilo Croce; Carlotta Domeniconi (AI*IA, 2011)

Structured Learning for Semantic Role Labeling. - Danilo Croce; Roberto Basili 001 (AI*IA, 2011)

Semantic convolution kernels over dependency trees: smoothed partial tree kernel. - Danilo Croce; Alessandro Moschitti; Roberto Basili 001 (CIKM, 2011)

Structured Lexical Similarity via Convolution Kernels on Dependency Trees. - Danilo Croce; Alessandro Moschitti; Roberto Basili 001 (EMNLP, 2011)

EvalIta 2011: The Frame Labeling over Italian Texts Task. - Roberto Basili 001; Diego De Cao; Alessandro Lenci; Alessandro Moschitti; Giulia Venturi (EVALITA, 2011)

Techniques based on Support Vector Machines for cloud detection on QuickBird satellite imagery. - Riccardo Rossi; Roberto Basili 001; Fabio Del Frate; Matteo Luciani; Francesco Mesiano (IGARSS, 2011)

Enriched Page Rank for Multilingual Word Sense Disambiguation. - Diego De Cao; Roberto Basili 001; Matteo Luciani; Francesco Mesiano; Riccardo Rossi (IIR, 2011)

HNews: An Enhanced Multilingual Hyperlinking News Platform. - Diego De Cao; Daniele Previtali; Roberto Basili 001 (IIR, 2011)

Supervised semantic relation mining from linguistically noisy text documents. - Cristina Giannone; Roberto Basili 001; Paolo Naggar; Alessandro Moschitti (Int. J. Document Anal. Recognit., 2011)

Verb Classification using Distributional Similarity in Syntactic and Semantic Structures. - Danilo Croce; Alessandro Moschitti; Roberto Basili 001; Martha Palmer (ACL (1), 2012)

Space Projections as Distributional Models for Semantic Composition. - Paolo Annesi; Valerio Storch; Roberto Basili 001 (CICLing (1), 2012)

Distributional Models and Lexical Semantics in Convolution Kernels. - Danilo Croce; Simone Filice; Roberto Basili 001 (CICLing (1), 2012)

Robust Requirements Analysis in Complex Systems through Machine Learning. - Francesco Garzoli; Danilo Croce; Manuela Nardini; Francesco Ciambra; Roberto Basili 001 (EternalS@ECAI, 2012)

Algebraic Compositional Models for Semantic Similarity in Ranking and Clustering. - Paolo Annesi; Valerio Storch; Danilo Croce; Roberto Basili 001 (IIR, 2012)

Grammatical Feature Engineering for Fine-grained IR Tasks. - Danilo Croce; Roberto Basili 001 (IIR, 2012)

Innovation-Related Enterprise Semantic Search: The INSEARCH Experience. - Roberto Basili 001; Armando Stellato; Daniele Previtali; Paolo Salvatore; Jörg Wurzer (ICSC, 2012)

Distributional Compositional Semantics and Text Similarity. - Danilo Croce; Valerio Storch; Paolo Annesi; Roberto Basili 001 (ICSC, 2012)

UNITOR: Combining Semantic Text Similarity functions through SV Regression. - Danilo Croce; Paolo Annesi; Valerio Storch; Roberto Basili 001 (SemEval@NAACL-HLT, 2012)

Natural language processing in the web era. - Roberto Basili 001; Bernardo Magnini (Intelligenza Artificiale, 2012)

Towards Compositional Tree Kernels. - Paolo Annesi; Danilo Croce; Roberto Basili 001 (JSSP, 2013)

Textual Inference and Meaning Representation in Human Robot Interaction. - Emanuele Bastianelli; Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (JSSP, 2013)

Kernel-Based Discriminative Re-ranking for Spoken Command Understanding in HRI. - Roberto Basili 001; Emanuele Bastianelli; Giuseppe Castellucci; Daniele Nardi; Vittorio Perera (AI*IA, 2013)

Enabling Advanced Business Intelligence in Divino. - Danilo Croce; Francesco Garzoli; Marco Montesi; Diego De Cao; Roberto Basili 001 (DART@AI*IA, 2013)

A HMM-based Approach to Question Answering against Linked Data. - Cristina Giannone; Valentina Bellomaria; Roberto Basili 001 (CLEF (Working Notes), 2013)

A Robust Machine Learning Approach for Signal Separation and Classification. - Simone Filice; Danilo Croce; Roberto Basili 001 (IbPRIA, 2013)

Robust Language Learning via Efficient Budgeted Online Algorithms. - Simone Filice; Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (ICDM Workshops, 2013)

Linear Online Learning over Structured Data with Distributed Tree Kernels. - Simone Filice; Danilo Croce; Roberto Basili 001; Fabio Massimo Zanzotto (ICMLA (1), 2013)

INSEARCH: A Platform for Enterprise Semantic Search. - Diego De Cao; Valerio Storch; Danilo Croce; Roberto Basili 001 (IIR, 2013)

UNITOR-HMM-TK: Structured Kernel-based learning for Spatial Role Labeling. - Emanuele Bastianelli; Danilo Croce; Roberto Basili 001; Daniele Nardi (SemEval@NAACL-HLT, 2013)

UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis. - Giuseppe Castellucci; Simone Filice; Danilo Croce; Roberto Basili 001 (SemEval@NAACL-HLT, 2013)

UNITOR-CORE_TYPED: Combining Text Similarity and Semantic Filters through SV Regression. - Danilo Croce; Valerio Storch; Roberto Basili 001 (*SEM@NAACL-HLT, 2013)

Chatting to Personalize and Plan Cultural Itineraries. - Antonio Sorgente; Nadia Brancati; Cristina Giannone; Fabio Massimo Zanzotto; Francesco Mele; Roberto Basili 001 (UMAP Workshops, 2013)

Semantic technologies for industry: From knowledge modeling and integration to intelligent applications. - Giovanni Semeraro; Pierpaolo Basile; Roberto Basili 001; Marco de Gemmis; Chiara Ghidini; Maurizio Lenzerini; Pasquale Lops; Alessandro Moschitti; Cataldo Musto; Fedelucio Narducci; Arianna Pipitone; Roberto Pirrone; et al. (Intelligenza Artificiale, 2013)

Semantic Compositionality in Tree Kernels. - Paolo Annesi; Danilo Croce; Roberto Basili 001 (CIKM, 2014)

A context-based model for Sentiment Analysis in Twitter. - Andrea Vanzo; Danilo Croce; Roberto Basili 001 (COLING, 2014)

Effective and Robust Natural Language Understanding for Human-Robot Interaction. - Emanuele Bastianelli; Giuseppe Castellucci; Danilo Croce; Roberto Basili 001; Daniele Nardi (ECAI, 2014)

Effective Kernelized Online Learning in Language Processing Tasks. - Simone Filice; Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (ECIR, 2014)

Enabling Enterprise Semantic Search through Language Technologies: the ProgressIt Experience. - Roberto Basili 001; Andrea Ciapetti; Danilo Croce; Valeria Marino; Paolo Salvatore; Valerio Storch (IIR, 2014)

HuRIC: a Human Robot Interaction Corpus. - Emanuele Bastianelli; Giuseppe Castellucci; Danilo Croce; Luca Iocchi; Roberto Basili 001; Daniele Nardi (LREC, 2014)

RoboCup@Home Spoken Corpus: Using Robotic Competitions for Gathering Datasets. - Emanuele Bastianelli; Luca Iocchi; Daniele Nardi; Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (RoboCup, 2014)

UNITOR: Aspect Based Sentiment Analysis with Structured Learning. - Giuseppe Castellucci; Simone Filice; Danilo Croce; Roberto Basili 001 (SemEval@COLING, 2014)

A Stratified Strategy for Efficient Kernel-Based Learning. - Simone Filice; Danilo Croce; Roberto Basili 001 (AAAI, 2015)

KeLP: a Kernel-based Learning Platform for Natural Language Processing. - Simone Filice; Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (ACL (System Demonstrations), 2015)

Using Semantic Models for Robust Natural Language Human Robot Interaction. - Emanuele Bastianelli; Danilo Croce; Roberto Basili 001; Daniele Nardi (AI*IA, 2015)

Bootstrapping Large Scale Polarity Lexicons through Advanced Distributional Methods. - Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (AI*IA, 2015)

A Compositional Perspective in Convolution Kernels. - Roberto Basili 001; Paolo Annesi; Giuseppe Castellucci; Danilo Croce (IIR, 2015)

Using semantic maps for robust natural language interaction with robots. - Emanuele Bastianelli; Danilo Croce; Roberto Basili 001; Daniele Nardi (INTERSPEECH, 2015)

Acquiring a Large Scale Polarity Lexicon Through Unsupervised Distributional Methods. - Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (NLDB, 2015)

Semantic Tree Kernels for Statistical Natural Language Learning. - Danilo Croce; Roberto Basili 001; Alessandro Moschitti (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 001 (Italian Natural Language Processing within the PARLI Project, 2015)

Structured Knowledge and Kernel-based Learning: the case of Grounded Spoken Language Learning in Interactive Robotics. - Roberto Basili 001; Danilo Croce (URANIA@AI*IA, 2016)

User Mood Tracking for Opinion Analysis on Twitter. - Giuseppe Castellucci; Danilo Croce; Diego De Cao; Roberto Basili 001 (AI*IA, 2016)

Spoken Language Understanding for Service Robotics in Italian. - Andrea Vanzo; Danilo Croce; Giuseppe Castellucci; Roberto Basili 001; Daniele Nardi (AI*IA, 2016)

Context-aware Convolutional Neural Networks for Twitter Sentiment Analysis in Italian. - Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (CLiC-it/EVALITA, 2016)

Nyström Methods for Efficient Kernel-Based Methods for Community Question Answering. - Danilo Croce; Simone Filice; Roberto Basili 001 (CLiC-it/EVALITA, 2016)

Context-aware Spoken Language Understanding for Human Robot Interaction. - Andrea Vanzo; Danilo Croce; Roberto Basili 001; Daniele Nardi (CLiC-it/EVALITA, 2016)

Large-Scale Kernel-Based Language Learning Through the Ensemble Nystr đdoto o ¨ m Methods. - Danilo Croce; Roberto Basili 001 (ECIR, 2016)

Injecting Sentiment Information in Context-aware Convolutional Neural Networks. - Danilo Croce; Giuseppe Castellucci; Roberto Basili 001 (IIR, 2016)

A Discriminative Approach to Grounded Spoken Language Understanding in Interactive Robotics. - Emanuele Bastianelli; Danilo Croce; Andrea Vanzo; Roberto Basili 001; Daniele Nardi (IJCAI, 2016)

Dialogue with Robots to Support Symbiotic Autonomy. - Andrea Vanzo; Danilo Croce; Emanuele Bastianelli; Guglielmo Gemignani; Roberto Basili 001; Daniele Nardi (IWSDS, 2016)

A Language Independent Method for Generating Large Scale Polarity Lexicons. - Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (LREC, 2016)

KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers. - Simone Filice; Danilo Croce; Alessandro Moschitti; Roberto Basili 001 (SemEval@NAACL-HLT, 2016)

Robust Spoken Language Understanding for House Service Robots. - Andrea Vanzo; Danilo Croce; Emanuele Bastianelli; Roberto Basili 001; Daniele Nardi (Polibits, 2016)

Deep Learning in Semantic Kernel Spaces. - Danilo Croce; Simone Filice; Giuseppe Castellucci; Roberto Basili 001 (ACL (1), 2017)

Structured Learning for Context-aware Spoken Language Understanding of Robotic Commands. - Andrea Vanzo; Danilo Croce; Roberto Basili 001; Daniele Nardi (RoboNLP@ACL, 2017)

On the Impact of Linguistic Information in Kernel-Based Deep Architectures. - Danilo Croce; Simone Filice; Roberto Basili 001 (AI*IA, 2017)

Monitoring Adolescents' Distress using Social Web data as a Source: the InsideOut Project. - Roberto Basili 001; Valentina Bellomaria; Niels Jonas Bugge; Danilo Croce; Francesco De Michele; Federico Fiori Nastro; Paolo Fiori Nastro; Chantal Michel; Stefanie Schmidt; Frauke Schultze-Lutter (CLiC-it, 2017)

Developing a Large Scale FrameNet for Italian: the IFrameNet Experience. - Silvia Brambilla; Danilo Croce; Fabio Tamburini; Roberto Basili 001 (CLiC-it, 2017)

Deep Learning for Automatic Image Captioning in Poor Training Conditions. - Caterina Masotti; Danilo Croce; Roberto Basili 001 (CLiC-it, 2017)

Effective and scalable kernel-based language learning via stratified Nyström methods. - Danilo Croce; Simone Filice; Roberto Basili 001 (Intelligenza Artificiale, 2017)

Structured learning for spoken language understanding in human-robot interaction. - Emanuele Bastianelli; Giuseppe Castellucci; Danilo Croce; Roberto Basili 001; 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 001 (J. Mach. Learn. Res., 2017)

Neural Learning for Question Answering in Italian. - Danilo Croce; Alexandra Zelenanska; Roberto Basili 001 (AI*IA, 2018)

On the Readability of Deep Learning Models: the role of Kernel-based Deep Architectures. - Danilo Croce; Daniele Rossini; Roberto Basili 001 (CLiC-it, 2018)

Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures. - Danilo Croce; Daniele Rossini; Roberto Basili 001 (BlackboxNLP@EMNLP, 2018)

A Markovian Kernel-based Approach for itaLIan Speech acT labEliNg. - Danilo Croce; Roberto Basili 001 (EVALITA@CLiC-it, 2018)

A Kernel-based Approach for Irony and Sarcasm Detection in Italian. - Andrea Santilli; Danilo Croce; Roberto Basili 001 (EVALITA@CLiC-it, 2018)

Kernel-Based Generative Adversarial Networks for Weakly Supervised Learning. - Danilo Croce; Giuseppe Castellucci; Roberto Basili 001 (AI*IA, 2019)

Deep Bidirectional Transformers for Italian Question Answering. - Danilo Croce; Giorgio Brandi; Roberto Basili 001 (CLiC-it, 2019)

Automatic Recognition of Narrative Drama Units: A Structured Learning Approach. - Danilo Croce; Roberto Basili 001; Vincenzo Lombardo; Eleonora Ceccaldi (Text2Story@ECIR, 2019)

Auditing Deep Learning processes through Kernel-based Explanatory Models. - Danilo Croce; Daniele Rossini; Roberto Basili 001 (IIR, 2019)

Making sense of kernel spaces in neural learning. - Danilo Croce; Simone Filice; Roberto Basili 001 (Comput. Speech Lang., 2019)

Enabling deep learning for large scale question answering in Italian. - Danilo Croce; Alexandra Zelenanska; Roberto Basili 001 (Intelligenza Artificiale, 2019)

Neural embeddings: accurate and readable inferences based on semantic kernels. - Danilo Croce; Daniele Rossini; Roberto Basili 001 (Nat. Lang. Eng., 2019)

Actionable Ethics through Neural Learning. - Daniele Rossini; Danilo Croce; Sara Mancini; Massimo Pellegrino; Roberto Basili 001 (AAAI, 2020)

GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples. - Danilo Croce; Giuseppe Castellucci; Roberto Basili 001 (ACL, 2020)

Automatic Induction of FrameNet lexical units in Italian. - Silvia Brambilla; Danilo Croce; Fabio Tamburini; Roberto Basili 001 (CLiC-it, 2020)

UNITOR @ DANKMEME: Combining Convolutional Models and Transformer-based architectures for accurate MEME management. - Claudia Breazzano; Edoardo Rubino; Danilo Croce; Roberto Basili 001 (EVALITA, 2020)

UNITOR @ Sardistance2020: Combining Transformer-based Architectures and Transfer Learning for Robust Stance Detection. - Simone Giorgioni; Marcello Politi; Samir Salman; Roberto Basili 001; Danilo Croce (EVALITA, 2020)

Grounded language interpretation of robotic commands through structured learning. - Andrea Vanzo; Danilo Croce; Emanuele Bastianelli; Roberto Basili 001; Daniele Nardi (Artif. Intell., 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 001 (CoRR, 2020)

Adversarial training for few-shot text classification. - Danilo Croce; Giuseppe Castellucci; Roberto Basili 001 (Intelligenza Artificiale, 2020)

Learning to Solve NLP Tasks in an Incremental Number of Languages. - Giuseppe Castellucci; Simone Filice; Danilo Croce; Roberto Basili 001 (ACL/IJCNLP (2), 2021)

MT-GAN-BERT: Multi-Task and Generative Adversarial Learning for Sustainable Language Processing. - Claudia Breazzano; Danilo Croce; Roberto Basili 001 (NL4AI@AI*IA, 2021)

Multi-task and Generative Adversarial Learning for Robust and Sustainable Text Classification. - Claudia Breazzano; Danilo Croce; Roberto Basili 001 (AI*IA, 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 001 (SMARTERCARE@AI*IA, 2021)

Knowledge-Based Neural Pre-training for Intelligent Document Management. - Daniele Margiotta; Danilo Croce; Marco Rotoloni; Barbara Cacciamani; Roberto Basili 001 (AI*IA, 2021)

GQA-it: Italian Question Answering on Image Scene Graphs. - Danilo Croce; Lucia C. Passaro; Alessandro Lenci; Roberto Basili 001 (CLiC-it, 2021)

Grounding end-to-end Architectures for Semantic Role Labeling in Human Robot Interaction. - Claudiu Daniel Hromei; Danilo Croce; Roberto Basili 001 (NL4AI@AI*IA, 2022)

Embedding Contextual Information in Seq2seq Models for Grounded Semantic Role Labeling. - Claudiu Daniel Hromei; Lorenzo Cristofori; Danilo Croce; Roberto Basili 001 (AI*IA, 2022)

Ethics by Design for Intelligent and Sustainable Adaptive Systems. - Luca Squadrone; Danilo Croce; Roberto Basili 001 (AI*IA, 2022)

Learning to Generate Examples for Semantic Processing Tasks. - Danilo Croce; Simone Filice; Giuseppe Castellucci; Roberto Basili 001 (NAACL-HLT, 2022)

Scaling Large Language Models to the Extreme: Neural Semantic Processing of Multiple Tasks in Italian. - Claudiu D. Hromei; Danilo Croce; Valerio Basile; Roberto Basili 001 (AI*IA, 2023)

End-to-end Dependency Parsing via Auto-regressive Large Language Model. - Claudiu Daniel Hromei; Danilo Croce; Roberto Basili 001 (CLiC-it, 2023)

TaxoSBERT: Unsupervised Taxonomy Expansion Through Expressive Semantic Similarity. - Daniele Margiotta; Danilo Croce; Roberto Basili 001 (DeLTA, 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 001 (EVALITA, 2023)

Business Knowledge and Neural Learning: organisation-specific transformer via semantic pre-training. - Daniele Margiotta; Danilo Croce; Marco Rotoloni; Barbara Cacciamani; Roberto Basili 001 (Ital-IA, 2023)

An End-to-end Transformer-based Model for Interactive Grounded Language Understanding. - Claudiu Daniel Hromei; Daniele Margiotta; Danilo Croce; Roberto Basili 001 (NL4AI@AI*IA, 2023)

Grounding End-to-End Pre-trained architectures for Semantic Role Labeling in multiple languages. - Claudiu D. Hromei; Danilo Croce; Roberto Basili 001 (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 001; Loredana Zollo (IEEE Syst. J., 2023)

MM-IGLU-IT: Multi-modal Interactive Grounded Language Understanding in Italian. - Federico Borazio; Claudiu Daniel Hromei; Elisa Passone; Danilo Croce; Roberto Basili 001 (AI*IA, 2024)

La Non Canonica L'hai Studiata? Exploring LLMs and Sentence Canonicity in Italian. - Claudiu D. Hromei; Danilo Croce; Rodolfo Delmonte; Roberto Basili 001 (CLiC-it, 2024)

MM-IGLU: Multi-Modal Interactive Grounded Language Understanding. - Claudiu Daniel Hromei; Daniele Margiotta; Danilo Croce; Roberto Basili 001 (LREC/COLING, 2024)

Evaluating Multimodal Large Language Models for Visual Question-Answering in Italian. - Antonio Scaiella; Daniele Margiotta; Claudiu Daniel Hromei; Danilo Croce; Roberto Basili 001 (NL4AI@AI*IA, 2024)

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 001; Nathan Levialdi Ghiron; Gerry Melino (Expert Syst. Appl., 2024)

Training Multi-Modal LLMs through Dialogue Planning for HRI. - Claudiu Daniel Hromei; Federico Borazio; Andrea Sensi; Elisa Passone; Danilo Croce; Roberto Basili 001 (ACL (Findings), 2025)

Adapting LLMs for Domain-Specific Retrieval: A Case Study in Nuclear Safety. - Federico Borazio; Danilo Croce; Roberto Basili 001 (ECIR (5), 2025)