Preface

Lenci, Distributional Semantics: Yesterday, Today, and Tomorrow

Kopp, Interaction-aware multimodal dialogue with conversational agents

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

Alzetta-Dell'Orletta-Montemagni-et al., Quantitative Linguistic Investigations across Universal Dependencies Treebanks

Bacco-Cimino-Paulon-et al., A Machine Learning approach for Sentiment Analysis for Italian Reviews in Healthcare

Balaraman-Magnini, Investigating Proactivity in Task-Oriented Dialogues

P. Basile-Caputo-Caselli-et al., A Diachronic Italian Corpus based on “L’Unità”

V. Basile, Domain Adaptation for Text Classification with Weird Embeddings

Bassignana-Nissim-Patti, Personal-ITY: A Novel YouTube-based Corpus for Personality Prediction in Italian

Benvenuti-Bolioli-Mazzei-et al., The “Corpus Anchise 320” and the analysis of conversations between healthcare workers and people with dementia

Biasion-Fabris-Silvello-et al., Gender Bias in Italian Word Embeddings

Brambilla-Croce-Tamburini-et al., Automatic Induction of FrameNet lexical units in Italian

Bucur-Dinu, Detecting Early Onset of Depression from Social Media Text using Learned Confidence Scores

Caligiore-Bosco-Mazzei, Building a Treebank in Universal Dependencies for Italian Sign Language

Cassotti-P. Basile-De Gemmis-et al., Analysis of lexical semantic changes in corpora with the Diachronic Engine

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

Cecchini-Sprugnoli-Moretti-et al., UDante: First Steps Towards the Universal Dependencies Treebank of Dante’s Latin Works

Chiusaroli-Monti-Pierucci-et al., “Spotto la quarantena”: per una analisi dell’italiano scritto degli studenti universitari via social network in tempo di COVID-19

Chung-Tekiroğlu-Guerini, Italian Counter Narrative Generation to Fight Online Hate Speech

Coltrinari-Antinori-Celli, Surviving the Legal Jungle: Text Classification of Italian Laws in extremely Noisy conditions

Colucci-Ježek-Baisa, Clustering verbal Objects: manual and automatic procedures compared

De Mattei-Cafagna-Dell'Orletta-et al., GePpeTto Carves Italian into a Language Model

de Varda-Strapparava, Phonological Layers of Meaning: A Computational Exploration of Sound Iconicity

Di Lascio-Sanguinetti-Anselma-et al., Natural Language Generation in Dialogue Systems for Customer Care

Di Liello-Bonadiman-Moschitti-et al., Cross-Language Transformer Adaptation for Frequently Asked Questions

Di Nuovo-Bosco-Corino, How good are humans at Native Language Identification? A case study on Italian L2 writings

Ducret-Kruse-Martinez-et al., Linguistic Features in Automatic Sarcasm Detection

Favaro-Biffi-Montemagni, Risorse e strumenti per le varietà storiche dell’italiano: il progetto TrAVaSI

Fernicola-Zhang-Garcea-et al., AriEmozione: Identifying Emotions in Opera Verses

Ferro-Giulivi-Cappa, The AEREST Reading Database

Franzini-Zampedri-Passarotti-et al., Græcissare: Ancient Greek Loanwords in the LiLa Knowledge Base of Linguistic Resources for Latin

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

Gaido-Di Gangi-Negri-et al., On Knowledge Distillation for Direct Speech Translation

Gandolfi-Strapparava, Predicting Social Exclusion: A Study of Linguistic Ostracism in Social Networks

Gualdoni-Bernardi-Fernández-et al., Grounded and ungrounded referring expressions in human dialogues: Language mirrors different grounding conditions

Iavarone-Dell'Orletta, Predicting movie-elicited emotions from dialogue in screenplay text: A study on “Forrest Gump’’

Karakanta-Negri-Turchi, Point Break: Surfing Heterogeneous Data for Subtitle Segmentation

Lim-O’Brien-Onnis, How granularity of orthography-phonology mappings affect reading development: Evidence from a computational model of English word reading and spelling

Louvan-Magnini, Simple Data Augmentation for Multilingual NLU in Task Oriented Dialogue Systems

Magnini-Altuna-Lavelli-et al., The E3C Project:Collection and Annotation of a Multilingual Corpus of Clinical Cases

Manna-Pascucci-Punzi Zarino-et al., Monitoring Social Media to Identify Environmental Crimes through NLP. A preliminary study

Marzi-Rodella-Nadalini-et al., Does finger-tracking point to child reading strategies?

Masini-Micheli-Zaninello-et al., Multiword expressions we live by: a validated usage-based dataset from corpora of written Italian

Mattei-Brunato-Dell'Orletta, The Style of a Successful Story: a Computational Study on the Fanfiction Genre

Menini-Palmero Aprosio-Tonelli, A Multimodal Dataset of Images and Text to Study Abusive Language

Mensa-Marino-Colla-et al., A Resource for Detecting Misspellings and Denoising Medical Text Data

Miaschi-Alzetta-Brunato-et al., Is Neural Language Model Perplexity Related to Readability?

Miaschi-Sarti-Brunato-et al., Italian Transformers Under the Linguistic Lens

Muffo-Bertino, BERTino: an Italian DistilBERT model

Nolano-Carlino-di Buono-et al., ItaGLAM: A corpus of Cultural Communication on Twitter during the Pandemic

Oliveri-Ardito-Giuseppe-et al., Creativity Embedding: a vector to characterise and classify plausible triples in deep learning NLP models

Palmero Aprosio-Menini-Tonelli, The CREENDER Tool for Creating Multimodal Datasets of Images and Comments

Pellegrini-Cignarella, (Stem and Word) Predictability in Italian verb paradigms: An Entropy-Based Study Exploiting the New Resource LeFFI

Polignano-P. Basile-de Gemmis-et al., A deep learning model for the analysis of medical reports in ICD-10 clinical coding task

Ravelli-Origlia-Dell'Orletta, Exploring Attention in a Multimodal Corpus of Guided Tours

Rescigno-Vanmassenhove-Monti-et al., 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

Roccabruna-Cervone-Riccardi, Multifunctional ISO standard Dialogue Act tagging in Italian

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

Ruggiero-Gatt-Nissim, Datasets and Models for Authorship Attribution on Italian Personal Writings

Speranza-Manna-Di Buono, et al., The Archaeo-Term Project: Multilingual Terminology in Archaeology

Spillo-Musto-de Gemmis, Exploiting Distributional Semantics Models for Natural Language Context-aware Justifications for Recommender Systems

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

Sucameli-Lenci-Magnini, et al., Becoming JILDA

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

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

Testoni-Bernardi, Overprotective Training Environments Fall Short at Testing Time: Let Models Contribute to Their Own Training

Tripodi, Topic Modelling Games

Uva-Roberti-Moschitti, Dialog-based Help Desk through Automated Question Answering and Intent Detection

Vitale-Pelosi-Falco, #andràtuttobene: Images, Texts, Emojis and Geodata in a Sentiment Analysis Pipeline

Vassallo-Gabrieli-V. Basile-et al., Polarity Imbalance in Lexicon-based Sentiment Analysis

Wiechetek-Argese-Pirinen-et al., Suoidne-varra-bleahkka-mála-bihkka-senet-dielku ’hay-blood-ink-paint-tar-mustard-stain’ -Should compounds be lexicalized in NLP?

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