2018
Modelling Italian construction flexibility with distributional semantics: Are constructions enough? Conference
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), Accademia University Press, Torino, 2018, ISBN: 978-88-31978-41-5.
MEDEA: Merging Event knowledge and Distributional vEctor Addition Conference
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), Accademia University Press, Torino, 2018, ISBN: 978-88-31978-41-5.
Learning abstract words and concepts : insights from developmental language disorder Journal Article
In: PHILOSOPHICAL TRANSACTIONS - ROYAL SOCIETY. BIOLOGICAL SCIENCES, vol. 373, no. 1752, pp. 1–9, 2018.
Italian in the Trenches: Linguistic Annotation and Analysis of Texts of the Great War Conference
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), Accademia University Press, Torino, 2018, ISBN: 978-88-31978-41-5.
Finding the Neural Net: Deep-learning Idiom Type Identification from Distributional Vectors Journal Article
In: IJCOL, vol. 4, no. 1, pp. 27–41, 2018.
Event Knowledge in Sentence Processing: A New Dataset for the Evaluation of Argument Typicality Conference
Proceedings of LREC 2018 Workshop: Linguistic and Neuro-Cognitive Resources (LiNCR), European Language Resources Association, Paris, 2018, ISBN: 979-10-95546-08-5.
Distributional Models of Word Meaning Journal Article
In: ANNUAL REVIEW OF LINGUISTICS, vol. 4, pp. 151–171, 2018.
CoreNLP-it: A UD pipeline for Italian based on Stanford CoreNLP Conference
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), vol. 2253, Accademia University Press, Torino, 2018, ISBN: 978-88-31978-41-5.
Coercing Italian: Valency Coercion in a Romance Language Conference
ICCG10 Book of Abstracts, 2018.
Coercing Italian: A Priming Experiment on Italian Valency Coercion Conference
Proceedings of the Workshop on Psycholinguistic and Computational Perspectives on Non - Compositional Meaning in Phrases, Universität Tübingen, Tübingen, 2018.
A Distributional Model of Verb-Specific Semantic Roles Inferences Book Chapter
In: Language, Cognition, and Computational Models, pp. 118–158, Cambridge University Press, Cambridge, 2018, ISBN: 9781316676974.
2017
UDLex: Towards Cross-language Subcategorization Lexicons Conference
Proceedings of the Fourth International Conference on Dependency Linguistics (Depling 2017), Linköping Electronic Conference Proceedings, Linköping, 2017, ISBN: 978-91-7685-467-9.
Story of a Construction: Statistical and Distributional Analysis of the Development of the Italian Gerundival Construction Book Chapter
In: Strutture linguistiche e dati empirici in diacornia e sincronia, pp. 135–158, Pisa University Press, Pisa, 2017, ISBN: 978-88-6741-789-6.
Panta rei: Tracking Semantic Change with Distributional Semantics in Ancient Greek Journal Article
In: IJCOL, vol. 3, no. 1, pp. 11–24, 2017.
PARAD-it: Eliciting Italian Paradigmatic Relations with Crowdsourcing Conference
Proceedings of the Fourth Italian Conference on Computational Linguistics CLiC-it 2017, Accademia University Press, Torino, 2017, ISBN: 978-88-99982-76-8.
Modelling the Meaning of Argument Constructions with Distributional Semantics Conference
The AAAI 2017 Spring Symposium on Computational Construction Grammar and Natural Language Understanding, The AAAI Press, Palo Alto, CA, 2017, ISBN: 978-1-57735-754-4.
Modality-independent encoding of individual concepts in the left parietal cortex Journal Article
In: NEUROPSYCHOLOGIA, vol. 105, pp. 39–49, 2017.
Measuring Thematic Fit with Distributional Feature Overlap Conference
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Stroudsburg, PA, 2017, ISBN: 978-1-945626-83-8.
Logical Metonymy in a Distributional Model of Sentence Comprehension Conference
*SEM 2017: The Sixth Joint Conference on Lexical and Computational Semantics. Proceedings of the Conference, Association for Computational Linguistics, Stroudsburg, PA, 2017, ISBN: 978-1-945626-53-1.
Learning Affect with Distributional Semantic Models Journal Article
In: IJCOL, vol. 3, no. 2, pp. 23–36, 2017.
Is Structure Necessary for Modeling Argument Expectations in Distributional Semantics? Conference
Proceedings of IWCS 2017 long papers volume, University of Montpellier, Montpellier, France, 2017.
INFORMed PA: A NER for the Italian public administration domain Conference
vol. 2006, 2017.
INFORMed PA: A NER for the Italian Public Administration Domain Conference
Proceedings of the Fourth Italian Conference on Computational Linguistics CLiC-it 2017, Accademia University Press, Torino, 2017, ISBN: 978-88-99982-76-8.
How to harvest Word Combinations from corpora. Methods, evaluation and perspectives Journal Article
In: STUDI E SAGGI LINGUISTICI, vol. 55, no. 2, pp. 45–68, 2017.
Emo2Val: Inferring valence scores from fine-grained emotion values Conference
vol. 2006, 2017.
Emo2Val: Inferring Valence Scores from fine-grained Emotion Values Conference
Proceedings of the Fourth Italian Conference on Computational Linguistics CLiC-it 2017, Accademia University Press, Torino, 2017, ISBN: 978-88-99982-76-8.
Determining the Compositionality of Noun-Adjective Pairs with Lexical Variants and Distributional Semantics Journal Article
In: IJCOL, vol. 3, no. 1, pp. 43–58, 2017.
Deep-learning the Ropes: Modeling Idiomaticity with Neural Networks Conference
Proceedings of the Fourth Italian Conference on Computational Linguistics CLiC-it 2017, Accademia University Press, Torino, 2017, ISBN: 978-88-99982-76-8.
Complement Coercion: The Joint Effect of Type and Typicality Journal Article
In: FRONTIERS IN PSYCHOLOGY, vol. 8, pp. 1–10, 2017.
Come si costruiscono i significati? Book Chapter
In: Tutto ciò che hai sempre voluto sapere sul linguaggio e sulle lingue, pp. 153–156, Caissa Italia, Cesena, 2017, ISBN: 978-88-6729-044-4.
Che lingua parlano i computer? Book Chapter
In: Tutto ciò che hai sempre voluto sapere sul linguaggio e sulle lingue, pp. 69–72, Caissa Italia, Cesena, 2017, ISBN: 978-88-6729-044-4.
AHyDA: Automatic Hypernym Detection with feature Augmentation Conference
Proceedings of the Fourth Italian Conference on Computational Linguistics CLiC-it 2017, Accademia University Press, Torino, 2017, ISBN: 978-88-99982-76-8.
2016
What a Nerd! Beating Students and Vector Cosine in the ESL and TOEFL Datasets Conference
Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016), ELRA, Parigi, 2016, ISBN: 978-2-9517408-9-1.
Voci della Grande Guerra. An Annotated Corpus of Italian Texts on World War I Journal Article
In: IJCOL, vol. 2, no. 2, pp. 101–108, 2016.
Towards a Distributional Model of Semantic Complexity Conference
Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex - V), 2016, ISBN: 978-4-87974-721-1.
The Effects of Data Size and Frequency Range on Distributional Semantic Models Conference
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016, ISBN: 978-1-945626-25-8.
The CogALex-V Shared Task on the Corpus-Based Identification of Semantic Relations Conference
Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex - V), 2016, ISBN: 978-4-87974-721-1.
Semantica distribuzionale. Un modello computazionale del significato Book Chapter
In: Compter parler soigner: tra linguistica e intelligenza artificiale, pp. 39–53, Pavia University Press, Pavia, 2016, ISBN: 978-88-6952-038-9.
Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity Conference
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016, ISBN: 978-1-945626-25-8.
Pos-Patterns or Syntax? Comparing Methods for Extracting Word Combinations Book Chapter
In: Computerised and Corpus-based Approaches to Phraseology: Monolingual and Multilingual Perspectives, pp. 116–128, Tradulex, Ginevra, 2016, ISBN: 978-2-9700736-5-9.
Panta Rei: Tracking Semantic Change with Distributional Semantics in Ancient Greek Conference
Proceedings of the Third Italian Conference on Computational Linguistics (CLiC-it 2016), Accademia University Press, Torino, 2016, ISBN: 978-88-99982-08-9.
Nine Features in a Random Forest to Learn Taxonomical Semantic Relations Conference
Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016), ELRA, Parigi, 2016, ISBN: 978-2-9517408-9-1.
Lexical Variability and Compositionality: Investigating Idiomaticity with Distributional Semantic Models Conference
Proceedings of the 12th Workshop on Multiword Expressions, Berlin, 2016, ISBN: 978-1-945626-00-5.
LexFr: Adapting the LexIt Framework to Build a Corpus-Based French Subcategorization Lexicon Conference
Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016), ELRA, Parigi, 2016, ISBN: 978-2-9517408-9-1.
Italian VerbNet: A Construction-based Approach to Italian Verb Classification Conference
Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016), ELRA, Parigi, 2016, ISBN: 978-2-9517408-9-1.
How concepts are encoded in the human brain: A modality independent, category-based cortical organization of semantic knowledge Journal Article
In: NEUROIMAGE, vol. 135, pp. 232–242, 2016.
FB-NEWS15: A Topic-Annotated Facebook Corpus for Emotion Detection and Sentiment Analysis Conference
Proceedings of the Third Italian Conference on Computational Linguistics (CLiC-it 2016), Accademia University Press, Torino, 2016, ISBN: 978-88-99982-08-9.
Extracting Terms with EXTra Book Chapter
In: Computerised and Corpus-based Approaches to Phraseology: Monolingual and Multilingual Perspectives, pp. 188–196, Tradulex, Ginevra, 2016, ISBN: 978-2-9700736-5-9.
Exploiting emotive features for the sentiment polarity classification of tweets Conference
vol. 1749, 2016.
Exploiting Emotive Features for the Sentiment Polarity Classification of tweets Conference
EVALITA 2016 Evaluation of NLP and Speech Tools for Italian. Proceedings of the Final Workshop, Accademia University Press, Torino, 2016, ISBN: 978-88-99982-09-6.