The Italian Conference on Computational Linguistics (2020)

Volumes

Proceedings of the Seventh Italian Conference on Computational Linguistics (CLiC-it 2020) 74 papers

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Proceedings of the Seventh Italian Conference on Computational Linguistics (CLiC-it 2020)
Johanna Monti | Felice Dell'Orletta | Fabio Tamburini

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Preface
Johanna Monti | Felice Dell’Orletta | Fabio Tamburini

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Fine-grained sentiment analysis: a piece of cake?
Veronique Hoste

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Interaction-aware multimodal dialogue with conversational agents
Stefan Kopp

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Distributional Semantics: Yesterday, Today, and Tomorrow
Alessandro Lenci

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Investigating Proactivity in Task-Oriented Dialogues
Vevake Balaraman | Bernardo Magnini

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Domain Adaptation for Text Classification with Weird Embeddings
Valerio Basile

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Personal-ITY: A Novel YouTube-based Corpus for Personality Prediction in Italian
Elisa Bassignana | Malvina Nissim | Viviana Patti

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Gender Bias in Italian Word Embeddings
Davide Biasion | Alessandro Fabris | Gianmaria Silvello | Gian Antonio Susto

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Automatic Induction of FrameNet lexical units in Italian
Silvia Brambilla | Danilo Croce | Fabio Tamburini | Roberto Basili

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Detecting Early Onset of Depression from Social Media Text using Learned Confidence Scores
Ana-Maria Bucur | Liviu Dinu

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Building a Treebank in Universal Dependencies for Italian Sign Language
Gaia Caligiore | Cristina Bosco | Alessandro Mazzei

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Hate Speech Detection with Machine-Translated Data: The Role of Annotation Scheme, Class Imbalance and Undersampling
Camilla Casula | Sara Tonelli

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UDante: First Steps Towards the Universal Dependencies Treebank of Dante’s Latin Works
Flavio Massimiliano Cecchini | Rachele Sprugnoli | Giovanni Moretti | Marco Passarotti

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“Spotto la quarantena”: per una analisi dell’italiano scritto degli studenti universitari via social network in tempo di COVID-19
Francesca Chiusaroli | Johanna Monti | Maria Laura Pierucci | Gennaro Nolano

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Italian Counter Narrative Generation to Fight Online Hate Speech
Yi-Ling Chung | Serra Sinem Tekiroğlu | Marco Guerini

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Clustering verbal Objects: Manual and Automatic Procedures Compared
Ilaria Colucci | Elisabetta Ježek | Vít Baisa

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GePpeTto Carves Italian into a Language Model
Lorenzo De Mattei | Michele Cafagna | Felice Dell’Orletta | Malvina Nissim | Marco Guerini

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Phonological Layers of Meaning: A Computational Exploration of Sound Iconicity
Andrea Gregor de Varda | Carlo Strapparava

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How Good are Humans at Native Language Identification? A Case Study on Italian L2 writings
Elisa Di Nuovo | Cristina Bosco | Elisa Corino

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Linguistic Features in Automatic Sarcasm Detection
Martina Ducret | Lauren Kruse | Carlos Martinez | Anna Feldman | Jing Peng

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Risorse e strumenti per le varietà storiche dell’italiano: il progetto TrAVaSI
Manuel Favaro | Marco Biffi | Simonetta Montemagni

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The AEREST Reading Database
Marcello Ferro | Sara Giulivi | Claudia Cappa

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On Knowledge Distillation for Direct Speech Translation
Marco Gaido | Mattia Antonino Di Gangi | Matteo Negri | Marco Turchi

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Grounded and Ungrounded Referring Expressions in Human Dialogues: Language Mirrors Different Grounding Conditions
Eleonora Gualdoni | Raffaella Bernardi | Raquel Fernández | Sandro Pezzelle

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Point Break: Surfing Heterogeneous Data for Subtitle Segmentation
Alina Karakanta | Matteo Negri | Marco Turchi

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How Granularity of Orthography-Phonology Mappings Affect Reading Development: Evidence from a Computational Model of English Word Reading and Spelling
Alfred Lim | Beth A. O’Brien | Luca Onnis

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Simple Data Augmentation for Multilingual NLU in Task Oriented Dialogue Systems
Samuel Louvan | Bernardo Magnini

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The E3C Project:Collection and Annotation of a Multilingual Corpus of Clinical Cases
Bernardo Magnini | Begoña Altuna | Alberto Lavelli | Manuela Speranza | Roberto Zanoli

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Monitoring Social Media to Identify Environmental Crimes through NLP. A preliminary study
Raffaele Manna | Antonio Pascucci | Wanda Punzi Zarino | Vincenzo Simoniello | Johanna Monti

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Does Finger-Tracking Point to Child Reading Strategies?
Claudia Marzi | Anna Rodella | Andrea Nadalini | Loukia Taxitari | Vito Pirrelli

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The Style of a Successful Story: a Computational Study on the Fanfiction Genre
Andrea Mattei | Dominique Brunato | Felice Dell’Orletta

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A Multimodal Dataset of Images and Text to Study Abusive Language
Stefano Menini | Alessio Palmero Aprosio | Sara Tonelli

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A Resource for Detecting Misspellings and Denoising Medical Text Data
Enrico Mensa | Gian Manuel Marino | Davide Colla | Matteo Delsanto | Daniele P. Radicioni

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Is Neural Language Model Perplexity Related to Readability?
Alessio Miaschi | Chiara Alzetta | Dominique Brunato | Felice Dell’Orletta | Giulia Venturi

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Italian Transformers Under the Linguistic Lens
Alessio Miaschi | Gabriele Sarti | Dominique Brunato | Felice Dell’Orletta | Giulia Venturi

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ItaGLAM: A corpus of Cultural Communication on Twitter during the Pandemic
Gennaro Nolano | Carola Carlino | Maria Pia Di Buono | Johanna Monti

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(Stem and Word) Predictability in Italian Verb Paradigms: An Entropy-Based Study Exploiting the New Resource LeFFI
Matteo Pellegrini | Alessandra Teresa Cignarella

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A Case Study of Natural Gender Phenomena in Translation. A Comparison of Google Translate, Bing Microsoft Translator and DeepL for English to Italian, French and Spanish
Argentina Anna Rescigno | Eva Vanmassenhove | Johanna Monti | Andy Way

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Multifunctional ISO Standard Dialogue Act Tagging in Italian
Gabriel Roccabruna | Alessandra Cervone | Giuseppe Riccardi

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Tracing Metonymic Relations in T-PAS: An Annotation Exercise on a Corpus-based Resource for Italian
Emma Romani | Elisabetta Ježek

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Datasets and Models for Authorship Attribution on Italian Personal Writings
Gaetana Ruggiero | Albert Gatt | Malvina Nissim

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The Archaeo-Term Project: Multilingual Terminology in Archaeology
Giulia Speranza | Raffaele Manna | Maria Pia Di Buono | Johanna Monti

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Exploiting Distributional Semantics Models for Natural Language Context-aware Justifications for Recommender Systems
Giuseppe Spillo | Cataldo Musto | Marco de Gemmis | Pasquale Lops | Giovanni Semeraro

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MultiEmotions-It: a New Dataset for Opinion Polarity and Emotion Analysis for Italian
Rachele Sprugnoli

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Becoming JILDA
Irene Sucameli | Alessandro Lenci | Bernardo Magnini | Maria Simi | Manuela Speranza

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How “BERTology” Changed the State-of-the-Art also for Italian NLP
Fabio Tamburini

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Overprotective Training Environments Fall Short at Testing Time: Let Models Contribute to Their Own Training
Alberto Testoni | Raffaella Bernardi

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Topic Modelling Games
Rocco Tripodi

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Polarity Imbalance in Lexicon-based Sentiment Analysis
Marco Vassallo | Giuliano Gabrieli | Valerio Basile | Cristina Bosco

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#andràtuttobene: Images, Texts, Emojis and Geodata in a Sentiment Analysis Pipeline
Pierluigi Vitale | Serena Pelosi | Mariacristina Falco

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Suoidne-varra-bleahkka-mála-bihkka-senet-dielku ‘hay-blood-ink-paint-tar-mustard-stain’ -Should compounds be lexicalized in NLP?
Linda Wiechetek | Chiara Argese | Tommi A Pirinen | Trond Trosterud

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A Machine Learning approach for Sentiment Analysis for Italian Reviews in Healthcare
Luca Bacco | Andrea Cimino | Luca Paulon | Mario Merone | Felice Dell’Orletta

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A Diachronic Italian Corpus based on “L’Unità”
Pierpaolo Basile | Annalina Caputo | Tommaso Caselli | Pierluigi Cassotti | Rossella Varvara

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The “Corpus Anchise 320” and the Analysis of Conversations between Healthcare Workers and People with Dementia
Nicola Benvenuti | Andrea Bolioli | Alessandro Mazzei | Pietro Vigorelli | Alessio Bosca

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Analysis of Lexical Semantic Changes in Corpora with the Diachronic Engine
Pierluigi Cassotti | Pierpaolo Basile | Marco de Gemmis | Giovanni Semeraro

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Surviving the Legal Jungle: Text Classification of Italian Laws in Extremely Noisy Conditions
Riccardo Coltrinari | Alessandro Antinori | Fabio Celli

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AriEmozione: Identifying Emotions in Opera Verses
Francesco Fernicola | Shibingfeng Zhang | Federico Garcea | Paolo Bonora | Alberto Barrón-Cedeño

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Græcissare: Ancient Greek Loanwords in the LiLa Knowledge Base of Linguistic Resources for Latin
Greta Franzini | Federica Zampedri | Marco Passarotti | Francesco Mambrini | Giovanni Moretti

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L’impatto emotivo della comunicazione istituzionale durante la pandemia di COVID-19: uno studio di Twitter Sentiment Analysis
Gloria Gagliardi | Lorenzo Gregori | Alice Suozzi

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Predicting Social Exclusion: A Study of Linguistic Ostracism in Social Networks
Greta Gandolfi | Carlo Strapparava

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Predicting Movie-elicited Emotions from Dialogue in Screenplay Text: A Study on ”Forrest Gump”
Benedetta Iavarone | Felice Dell’Orletta

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Multiword Expressions We Live by: A Validated Usage-based Dataset from Corpora of Written Italian
Francesca Masini | M. Silvia Micheli | Andrea Zaninello | Sara Castagnoli | Malvina Nissim

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BERTino: An Italian DistilBERT model
Matteo Muffo | Enrico Bertino

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Creativity Embedding: A Vector to Characterise and Classify Plausible Triples in Deep Learning NLP Models
Isabeau Oliveri | Luca Ardito | Giuseppe Rizzo | Maurizio Morisio

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The CREENDER Tool for Creating Multimodal Datasets of Images and Comments
Alessio Palmero Aprosio | Stefano Menini | Sara Tonelli

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A Deep Learning Model for the Analysis of Medical Reports in ICD-10 Clinical Coding Task
Marco Polignano | Pierpaolo Basile | Marco de Gemmis | Pasquale Lops | Giovanni Semeraro

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Exploring Attention in a Multimodal Corpus of Guided Tours
Andrea Amelio Ravelli | Antonio Origlia | Felice Dell’Orletta

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Valutazione umana di DeepL a livello di frase per le traduzioni di testi specialistici dall’inglese verso l’italiano
Mirko Tavosanis | Sirio Papa

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Dialog-based Help Desk through Automated Question Answering and Intent Detection
Antonio Uva | Pierluigi Roberti | Alessandro Moschitti

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Analyses of Character Emotions in Dramatic Works by Using EmoLex Unigrams
Mehmet Can Yavuz