EVALITA Evaluation of NLP and Speech Tools for Italian - December 17th, 2020
Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian Final Workshop
Welcome to EVALITA 2020! EVALITA is the evaluation campaign of Natural Language Processing and Speech Tools for Italian. EVALITA is an initiative of the Italian Association for Computational Linguistics (AILC, http://www.ai-lc.it) and it is endorsed by the Italian Association for Artificial Intelligence (AIxIA, http://www.aixia.it) and the Italian Association for Speech Sciences (AISV, http://www.aisv.it).
Éditeur : Accademia University Press
Lieu d’édition : Torino
Publication sur OpenEdition Books : 11 mai 2021
ISBN numérique : 979-12-80136-32-9
DOI : 10.4000/books.aaccademia.6732
Collection : Collana dell'Associazione Italiana di Linguistica Computazionale
Année d’édition : 2020
Nombre de pages : 521
Valerio Basile, Danilo Croce, Maria Di Maro et al.
Preface to the EVALITA 2020 ProceedingsValerio Basile, Danilo Croce, Maria Di Maro et al.
EVALITA 2020: Overview of the 7th Evaluation Campaign of Natural Language Processing and Speech Tools for ItalianTrack “Affect, Hate, and Stance”
AMI: Automatic Misogyny Identification
Elisabetta Fersini, Debora Nozza et Paolo Rosso
AMI @ EVALITA2020: Automatic Misogyny IdentificationArianna Muti et Alberto Barrón-Cedeño
UniBO @ AMI: A Multi-Class Approach to Misogyny and Aggressiveness Identification on Twitter Posts Using AlBERToSamuel Fabrizi
fabsam @ AMI: A Convolutional Neural Network ApproachAlyssa Lees, Jeffrey Sorensen et Ian Kivlichan
Jigsaw @ AMI and HaSpeeDe2: Fine-Tuning a Pre-Trained Comment-Domain BERT ModelGiuseppe Attanasio et Eliana Pastor
PoliTeam @ AMI: Improving Sentence Embedding Similaritywith Misogyny Lexicons for Automatic Misogyny Identification
in Italian Tweets
Samer El Abassi et Sergiu Nisioi
MDD @ AMI: Vanilla Classifiers for Misogyny IdentificationAdriano dos S.R. da Silva et Norton Trevisan Roman
No Place For Hate Speech @ AMI: Convolutional Neural Network and Word Embedding for the Identification of Misogyny in ItalianATE_ABSITA: Aspect Term Extraction and Aspect-Based Sentiment Analysis
Lorenzo De Mattei, Graziella De Martino, Andrea Iovine et al.
ATE_ABSITA @ EVALITA2020: Overview of the Aspect Term Extraction and Aspect-based Sentiment Analysis TaskFrancesco Mele, Antonio Sorgente et Giuseppe Vettigli
SentNA @ ATE_ABSITA: Sentiment Analysis of Customer Reviews Using Boosted Trees with Lexical and Lexicon-based FeaturesMauro Bennici
ghostwriter19 @ ATE_ABSITA: Zero-Shot and ONNX to speed up BERT on sentiment analysis tasks at EVALITA 2020Emanuele Di Rosa et Alberto Durante
App2Check @ ATE_ABSITA 2020: Aspect Term Extraction and Aspect-based Sentiment AnalysisHaSpeeDe: Hate Speech Detection
Manuela Sanguinetti, Gloria Comandini, Elisa di Nuovo et al.
HaSpeeDe 2 @ EVALITA2020: Overview of the EVALITA 2020 Hate Speech Detection TaskXiaozhi Ou et Hongling Li
YNU_OXZ @ HaSpeeDe 2 and AMI : XLM-RoBERTa with Ordered Neurons LSTM for classification task at EVALITA 2020Elisa Leonardelli, Stefano Menini et Sara Tonelli
DH-FBK @ HaSpeeDe2: Italian Hate Speech Detection via Self-Training and OversamplingTao Deng, Yang Bai et Hongbing Dai
By1510 @ HaSpeeDe 2: Identification of Hate Speech for Italian Language in Social Media DataRodolfo Delmonte
Venses @ HaSpeeDe2 & SardiStance: Multilevel Deep Linguistically Based Supervised Approach to ClassificationJulia Hoffmann et Udo Kruschwitz
UR_NLP @ HaSpeeDe 2 at EVALITA 2020: Towards Robust Hate Speech Detection with Contextual EmbeddingsMichele Fontana et Giuseppe Attardi
Fontana-Unipi @ HaSpeeDe2: Ensemble of Transformers for the Hate Speech Task at EvalitaEric Lavergne, Rajkumar Saini, György Kovács et al.
TheNorth @ HaSpeeDe 2: BERT-based Language Model Fine-tuning for Italian Hate Speech DetectionMariano Jason Rodriguez Cisnero et Reynier Ortega Bueno
UO @ HaSpeeDe2: Ensemble Model for Italian Hate Speech DetectionAdriano dos S.R. da Silva et Norton T. Roman
No Place For Hate Speech @ HaSpeeDe 2: Ensemble to Identify Hate Speech in ItalianSvea Klaus, Anna-Sophie Bartle et Daniela Rossmann
Svandiela @ HaSpeeDe: Detecting Hate Speech in Italian Twitter Data with BERTGiuseppe Gambino et Roberto Pirrone
CHILab @ HaSpeeDe 2: Enhancing Hate Speech Detection with Part-of-Speech TaggingElia Bisconti et Matteo Montagnani
Montanti @ HaSpeeDe2 EVALITA 2020: Hate Speech Detection inOnline Contents
SardiStance: Stance Detection
Alessandra Teresa Cignarella, Mirko Lai, Cristina Bosco et al.


Simone Giorgioni, Marcello Politi, Samir Salman et al.
UNITOR @ Sardistance2020: Combining Transformer-based Architectures and Transfer Learning for Robust Stance DetectionMauro Bennici
ghostwriter19 @ SardiStance: Generating new tweets to classify SardiStance EVALITA 2020 political tweetsRabab Alkhalifa et Arkaitz Zubiaga
QMUL-SDS @ SardiStance: Leveraging Network Interactions to Boost Performance on Stance Detection using Knowledge GraphsMaría S. Espinosa, Rodrigo Agerri, Alvaro Rodrigo et al.
DeepReading @ SardiStance: Combining Textual, Social and Emotional FeaturesFederico Ferraccioli, Andrea Sciandra, Mattia Da Pont et al.
TextWiller @ SardiStance, HaSpeede2: Text or Con-text? A Smart Use of Social Network Data in Predicting PolarizationMaurizio Moraca, Gianluca Sabella et Simone Morra
UninaStudents @ SardiStance: Stance Detection in Italian Tweets - Task AS. Kayalvizhi, D. Thenmozhi et Aravindan Chandrabose
SSN_NLP@SardiStance : Stance Detection from Italian Tweets using RNN and TransformersB. Bharathi, J. Bhuvana et Nitin Nikamanth Appiah Balaji
SSNCSE-NLP @ EVALITA2020: Textual and Contextual Stance Detection from Tweets Using Machine Learning ApproachTrack “Creativity and Style”
CHANGE-IT: Style Transfer
Lorenzo De Mattei, Michele Cafagna, Felice Dell’Orletta et al.
CHANGE-IT @ EVALITA 2020: Change Headlines, Adapt News, GEnerateTAG-it: Topic, Age and Gender Prediction
Andrea Cimino, Felice Dell’Orletta et Malvina Nissim
TAG-it @ EVALITA2020: Overview of the Topic, Age, and Gender Prediction Task for ItalianMaria Fernanda Artigas Herold et Daniel Castro Castro
UO_4to@TAG-it 2020: Ensemble of Machine Learning MethodsRoberto Labadie Tamayo, Daniel Castro Castro et Reynier Ortega Bueno
UOBIT @ TAG-it: Exploring a Multi-faceted Representation for Profiling Age, Topic and Gender in Italian TextsDaniela Occhipinti, Andrea Tesei, Maria Iacono et al.
ItaliaNLP @ TAG-IT: UmBERTo for Author Profiling at TAG-it 2020Track “Semantics and Multimodality”
DANKMEMES: Multimodal Artefacts Recognition
Martina Miliani, Giulia Giorgi, Ilir Rama et al.
DANKMEMES @ EVALITA 2020: The Memeing of Life: Memes, Multimodality and PoliticsGeorge-Alexandru Vlad, George-Eduard Zaharia, Dumitru-Clementin Cercel et al.
UPB @ DANKMEMES: Italian Memes Analysis - Employing Visual Models and Graph Convolutional Networks for Meme Identification and Hate Speech DetectionJinen Setpal et Gabriele Sarti
ArchiMeDe @ DANKMEMES: A New Model Architecture for Meme DetectionClaudia Breazzano, Edoardo Rubino, Danilo Croce et al.
UNITOR @ DANKMEMES: Combining Convolutional Models and Transformer-based architectures for accurate MEME managementCONcreTEXT: Concreteness in Context
Lorenzo Gregori, Maria Montefinese, Daniele P. Radicioni et al.
CONcreTEXT @ EVALITA2020: The Concreteness in Context TaskArmand Stefan Rotaru
ANDI @ CONcreTEXT: Predicting concreteness in context for English and Italian using distributional models and behavioural normsAlessandro Bondielli, Gianluca E. Lebani, Lucia C. Passaro et al.
CAPISCO @ CONcreTEXT 2020: (Un)supervised Systems to Contextualize Concreteness with Norming DataYulia Badryzlova
KonKretiKa @ CONcreTEXT: Computing concreteness indexes with sigmoid transformation and adjustment for contextGhigliottin-AI: Evaluating Artificial Players for the Language Game “La Ghigliottina”
Pierpaolo Basile, Marco Lovetere, Johanna Monti et al.
Ghigliottin-AI @ EVALITA2020: Evaluating Artificial Players for the Language Game “La Ghigliottina”Federico Sangati, Antonio Pascucci et Johanna Monti
“Il Mago della Ghigliottina” @ Ghigliottin-AI: When Linguistics meets Artificial IntelligenceNazareno De Francesco
GUL.LE.VER @ GhigliottinAI: A Glove based Artificial Player to Solve the Language Game “La Ghigliottina”PRELEARN: Prerequisite Relation Learning
Chiara Alzetta, Alessio Miaschi, Felice Dell’Orletta et al.
PRELEARN @ EVALITA 2020: Overview of the Prerequisite Relation Learning Task for ItalianGiovanni Puccetti, Luis Bolanos, Filippo Chiarello et al.
B4DS @ PRELEARN: Ensemble Method for Prerequisite LearningAlessio Moggio et Andrea Parizzi
UNIGE_SE @ PRELEARN: Utility for Automatic Prerequisite Learning from Italian WikipediaJason Angel, Segun Taofeek Aroyehun et Alexander Gelbukh
NLP-CIC @ PRELEARN: Mastering Prerequisites Relations, from Handcrafted Features to EmbeddingsTrack “Time and Diachrony”
DaDoEval: Dating Documents
Stefano Menini, Giovanni Moretti, Rachele Sprugnoli et al.
DaDoEval @ EVALITA 2020: Same-Genre and Cross-Genre Dating of Historical DocumentsDIACR-Ita: Diachronic Lexical Semantics
Pierpaolo Basile, Annalina Caputo, Tommaso Caselli et al.
DIACR-Ita @ EVALITA2020: Overview of the EVALITA2020 Diachronic Lexical Semantics (DIACR-Ita) TaskBenyou Wang, Emanuele Di Buccio et Massimo Melucci
University of Padova @ DIACR-ItaOndřej Pražák, Pavel Přibáň et Stephen Taylor
UWB @ DIACR-Ita: Lexical Semantic Change Detection with CCA and Orthogonal TransformationRabab Alkhalifa, Adam Tsakalidis, Arkaitz Zubiaga et al.
QMUL-SDS @ DIACR-Ita: Evaluating Unsupervised Diachronic Lexical Semantics Classification in ItalianSeverin Laicher, Gioia Baldissin, Enrique Castañeda et al.
CL-IMS @ DIACR-Ita: Volente o Nolente: BERT does not Outperform SGNS on Semantic Change DetectionJens Kaiser, Dominik Schlechtweg et Sabine Schulte im Walde
OP-IMS @ DIACR-Ita: Back to the Roots: SGNS+OP+CD still Rocks Semantic Change DetectionFederico Belotti, Federico Bianchi et Matteo Palmonari
UNIMIB @ DIACR-Ita: Aligning Distributional Embeddings with a Compass for Semantic Change Detection in the Italian LanguageJason Angel, Carlos A. Rodriguez-Diaz, Alexander Gelbukh et al.
NLP-CIC @ DIACR-Ita: POS and Neighbor Based Distributional Models for Lexical Semantic Change in Diachronic Italian CorporaTrack “New Challenges in Long-standing Tasks”
AcCompl-it: Acceptability & Complexity evaluation
Dominique Brunato, Cristiano Chesi, Felice Dell’Orletta et al.
AcCompl-it @ EVALITA2020: Overview of the Acceptability & Complexity Evaluation Task for ItalianGabriele Sarti
UmBERTo-MTSA @ AcCompl-It: Improving Complexity and Acceptability Prediction with Multi-task Learning on Self-Supervised AnnotationsRodolfo Delmonte
Venses @ AcCompl-It: Computing Complexity vs Acceptability with a Constituent Trigram Model and SemanticsKIPoS: Part-of-speech Tagging on Spoken Language
Cristina Bosco, Silvia Ballarè, Massimo Cerruti et al.
KIPoS @ EVALITA2020: Overview of the Task on KIParla Part of Speech TaggingGiovanni Luca Izzi et Stefano Ferilli
UniBA @ KIPoS: A Hybrid Approach for Part-of-Speech TaggingThomas Proisl et Gabriella Lapesa
KLUMSy@KIPoS: Experiments on Part-of-Speech Tagging of Spoken ItalianWelcome to EVALITA 2020! EVALITA is the evaluation campaign of Natural Language Processing and Speech Tools for Italian. EVALITA is an initiative of the Italian Association for Computational Linguistics (AILC, http://www.ai-lc.it) and it is endorsed by the Italian Association for Artificial Intelligence (AIxIA, http://www.aixia.it) and the Italian Association for Speech Sciences (AISV, http://www.aisv.it).

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