📰 Italian Conference on Computational Linguistics 2020: all accepted papers

73 papers · the most cited first · ← Italian Conference on Computational Linguistics 2020

1. (Stem and Word) Predictability in Italian Verb Paradigms: An Entropy-Based Study Exploiting the New Resource LeFFI ↗Matteo Pellegrini, Alessandra Teresa Cignarella
2. 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 et al.
3. A Deep Learning Model for the Analysis of Medical Reports in ICD-10 Clinical Coding Task ↗Marco Polignano, Pierpaolo Basile, Marco de Gemmis et al.
4. A Diachronic Italian Corpus based on “L'Unità” ↗Pierpaolo Basile, Annalina Caputo, Tommaso Caselli et al.
5. A Machine Learning approach for Sentiment Analysis for Italian Reviews in Healthcare ↗Luca Bacco, Andrea Cimino, Luca Paulon et al.
6. A Multimodal Dataset of Images and Text to Study Abusive Language ↗Stefano Menini, Alessio Palmero Aprosio, Sara Tonelli
7. A Resource for Detecting Misspellings and Denoising Medical Text Data ↗Enrico Mensa, Gian Manuel Marino, Davide Colla et al.
8. Analyses of Character Emotions in Dramatic Works by Using EmoLex Unigrams ↗Mehmet Can Yavuz
9. Analysis of Lexical Semantic Changes in Corpora with the Diachronic Engine ↗Pierluigi Cassotti, Pierpaolo Basile, Marco de Gemmis et al.
10. AriEmozione: Identifying Emotions in Opera Verses ↗Francesco Fernicola, Shibingfeng Zhang, Federico Garcea et al.
11. Automatic Induction of FrameNet lexical units in Italian ↗Silvia Brambilla, Danilo Croce, Fabio Tamburini et al.
12. BERTino: An Italian DistilBERT model ↗Matteo Muffo, Enrico Bertino
13. Becoming JILDA ↗Irene Sucameli, Alessandro Lenci, Bernardo Magnini et al.
14. Building a Treebank in Universal Dependencies for Italian Sign Language ↗Gaia Caligiore, Cristina Bosco, Alessandro Mazzei
15. Clustering verbal Objects: Manual and Automatic Procedures Compared ↗Ilaria Colucci, Elisabetta Ježek, Vít Baisa
16. Creativity Embedding: A Vector to Characterise and Classify Plausible Triples in Deep Learning NLP Models ↗Isabeau Oliveri, Luca Ardito, Giuseppe Rizzo et al.
17. Cross-Language Transformer Adaptation for Frequently Asked Questions ↗Luca Di Liello, Daniele Bonadiman, Alessandro Moschitti et al.
18. Datasets and Models for Authorship Attribution on Italian Personal Writings ↗Gaetana Ruggiero, Albert Gatt, Malvina Nissim
19. Detecting Early Onset of Depression from Social Media Text using Learned Confidence Scores ↗Ana-Maria Bucur, Liviu Dinu
20. Dialog-based Help Desk through Automated Question Answering and Intent Detection ↗Antonio Uva, Pierluigi Roberti, Alessandro Moschitti
21. Distributional Semantics: Yesterday, Today, and Tomorrow ↗Alessandro Lenci
22. Does Finger-Tracking Point to Child Reading Strategies? ↗Claudia Marzi, Anna Rodella, Andrea Nadalini et al.
23. Domain Adaptation for Text Classification with Weird Embeddings ↗Valerio Basile
24. Exploiting Distributional Semantics Models for Natural Language Context-aware Justifications for Recommender Systems ↗Giuseppe Spillo, Cataldo Musto, Marco de Gemmis et al.
25. Exploring Attention in a Multimodal Corpus of Guided Tours ↗Andrea Amelio Ravelli, Antonio Origlia, Felice Dell'Orletta
26. Fine-grained sentiment analysis: a piece of cake? ↗Veronique Hoste
27. GePpeTto Carves Italian into a Language Model ↗Lorenzo De Mattei, Michele Cafagna, Felice Dell'Orletta et al.
28. Gender Bias in Italian Word Embeddings ↗Davide Biasion, Alessandro Fabris, Gianmaria Silvello et al.
29. Grounded and Ungrounded Referring Expressions in Human Dialogues: Language Mirrors Different Grounding Conditions ↗Eleonora Gualdoni, Raffaella Bernardi, Raquel Fernández et al.
30. Græcissare: Ancient Greek Loanwords in the LiLa Knowledge Base of Linguistic Resources for Latin ↗Greta Franzini, Federica Zampedri, Marco Passarotti et al.
31. Hate Speech Detection with Machine-Translated Data: The Role of Annotation Scheme, Class Imbalance and Undersampling ↗Camilla Casula, Sara Tonelli
32. How Good are Humans at Native Language Identification? A Case Study on Italian L2 writings ↗Elisa Di Nuovo, Cristina Bosco, Elisa Corino
33. 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
34. How “BERTology” Changed the State-of-the-Art also for Italian NLP ↗Fabio Tamburini
35. Interaction-aware multimodal dialogue with conversational agents ↗Stefan Kopp
36. Investigating Proactivity in Task-Oriented Dialogues ↗Vevake Balaraman, Bernardo Magnini
37. Is Neural Language Model Perplexity Related to Readability? ↗Alessio Miaschi, Chiara Alzetta, Dominique Brunato et al.
38. ItaGLAM: A corpus of Cultural Communication on Twitter during the Pandemic ↗Gennaro Nolano, Carola Carlino, Maria Pia Di Buono et al.
39. Italian Counter Narrative Generation to Fight Online Hate Speech ↗Yi-Ling Chung, Serra Sinem Tekiroğlu, Marco Guerini
40. Italian Transformers Under the Linguistic Lens ↗Alessio Miaschi, Gabriele Sarti, Dominique Brunato et al.
41. L'impatto emotivo della comunicazione istituzionale durante la pandemia di COVID-19: uno studio di Twitter Sentiment Analysis ↗Gloria Gagliardi, Lorenzo Gregori, Alice Suozzi
42. Linguistic Features in Automatic Sarcasm DetectionMartina Ducret, Lauren Kruse, Carlos Martinez et al.our summary
43. Monitoring Social Media to Identify Environmental Crimes through NLP. A preliminary study ↗Raffaele Manna, Antonio Pascucci, Wanda Punzi Zarino et al.
44. MultiEmotions-It: a New Dataset for Opinion Polarity and Emotion Analysis for Italian ↗Rachele Sprugnoli
45. Multifunctional ISO Standard Dialogue Act Tagging in Italian ↗Gabriel Roccabruna, Alessandra Cervone, Giuseppe Riccardi
46. Multiword Expressions We Live by: A Validated Usage-based Dataset from Corpora of Written Italian ↗Francesca Masini, M. Silvia Micheli, Andrea Zaninello et al.
47. Natural Language Generation in Dialogue Systems for Customer Care ↗Mirko Di Lascio, Manuela Sanguinetti, Luca Anselma et al.
48. On Knowledge Distillation for Direct Speech Translation ↗Marco Gaido, Mattia Antonino Di Gangi, Matteo Negri et al.
49. Overprotective Training Environments Fall Short at Testing Time: Let Models Contribute to Their Own Training ↗Alberto Testoni, Raffaella Bernardi
50. Personal-ITY: A Novel YouTube-based Corpus for Personality Prediction in Italian ↗Elisa Bassignana, Malvina Nissim, Viviana Patti
51. Phonological Layers of Meaning: A Computational Exploration of Sound Iconicity ↗Andrea Gregor de Varda, Carlo Strapparava
52. Point Break: Surfing Heterogeneous Data for Subtitle Segmentation ↗Alina Karakanta, Matteo Negri, Marco Turchi
53. Polarity Imbalance in Lexicon-based Sentiment Analysis ↗Marco Vassallo, Giuliano Gabrieli, Valerio Basile et al.
54. Predicting Movie-elicited Emotions from Dialogue in Screenplay Text: A Study on “Forrest Gump” ↗Benedetta Iavarone, Felice Dell'Orletta
55. Predicting Social Exclusion: A Study of Linguistic Ostracism in Social Networks ↗Greta Gandolfi, Carlo Strapparava
56. Preface ↗Johanna Monti, Felice Dell'Orletta, Fabio Tamburini
57. Quantitative Linguistic Investigations across Universal Dependencies TreebanksChiara Alzetta, Felice Dell'Orletta, Simonetta Montemagni et al.our summary
58. Risorse e strumenti per le varietà storiche dell'italiano: il progetto TrAVaSI ↗Manuel Favaro, Marco Biffi, Simonetta Montemagni
59. Simple Data Augmentation for Multilingual NLU in Task Oriented Dialogue Systems ↗Samuel Louvan, Bernardo Magnini
60. 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 et al.
61. Surviving the Legal Jungle: Text Classification of Italian Laws in Extremely Noisy Conditions ↗Riccardo Coltrinari, Alessandro Antinori, Fabio Celli
62. The AEREST Reading Database ↗Marcello Ferro, Sara Giulivi, Claudia Cappa
63. The Archaeo-Term Project: Multilingual Terminology in Archaeology ↗Giulia Speranza, Raffaele Manna, Maria Pia Di Buono et al.
64. The CREENDER Tool for Creating Multimodal Datasets of Images and Comments ↗Alessio Palmero Aprosio, Stefano Menini, Sara Tonelli
65. The E3C Project:Collection and Annotation of a Multilingual Corpus of Clinical Cases ↗Bernardo Magnini, Begoña Altuna, Alberto Lavelli et al.
66. The Style of a Successful Story: a Computational Study on the Fanfiction Genre ↗Andrea Mattei, Dominique Brunato, Felice Dell'Orletta
67. The “Corpus Anchise 320” and the Analysis of Conversations between Healthcare Workers and People with Dementia ↗Nicola Benvenuti, Andrea Bolioli, Alessandro Mazzei et al.
68. Topic Modelling Games ↗Rocco Tripodi
69. Tracing Metonymic Relations in T-PAS: An Annotation Exercise on a Corpus-based Resource for Italian ↗Emma Romani, Elisabetta Ježek
70. UDante: First Steps Towards the Universal Dependencies Treebank of Dante's Latin Works ↗Flavio Massimiliano Cecchini, Rachele Sprugnoli, Giovanni Moretti et al.
71. Valutazione umana di DeepL a livello di frase per le traduzioni di testi specialistici dall'inglese verso l'italiano ↗Mirko Tavosanis, Sirio Papa
72. \#andràtuttobene: Images, Texts, Emojis and Geodata in a Sentiment Analysis Pipeline ↗Pierluigi Vitale, Serena Pelosi, Mariacristina Falco
73. “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 et al.

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