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EVALITA Evaluation of NLP and Speech Tools for Italian. Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian Final Workshop December 17th, 2020
a cura di Valerio Basile, Danilo Croce, Maria Di Maro, Lucia C. Passaro

collana Collana dell'Associazione Italiana di Linguistica Computazionale
anno di pubblicazione 2020
pp. 521
ISBN pdf 9791280136275

Maria Di Maro, Interdepartmental Center for Advances in Robotic Surgery.

Preface to the EVALITA 2020 Proceedings

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Basile-Croce-Di Maro-Passaro, EVALITA 2020: Overview of the 7th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian

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Nakov, Keynote Talk. Flattening the Curve of the COVID-19 Infodemic: These Evaluation Campaigns Can Help!

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Fersini-Nozza-Rosso, AMI @ EVALITA2020: Automatic Misogyny Identification

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Muti - Barrón-Cedeño, UniBO @ AMI: A Multi-Class Approach to Misogyny and Aggressiveness Identification on Twitter Posts Using AlBERTo

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Fabrizi, fabsam @ AMI: A Convolutional Neural Network Approach

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Lees-Sorensen-Kivlichan, Jigsaw @ AMI and HaSpeeDe2: Fine-Tuning a Pre-Trained Comment-Domain BERT Model

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Attanasio-Pastor, PoliTeam @ AMI: Improving Sentence Embedding Similarity with Misogyny Lexicons for Automatic Misogyny Identification in Italian Tweets

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El Abassi-Nisioi, MDD @ AMI: Vanilla Classifiers for Misogyny Identification

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da Silva-Roman, No Place For Hate Speech @ AMI: Convolutional Neural Network and Word Embedding for the Identification of Misogyny in Italian

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de Mattei-De Martino-Iovine-et al., ATE_ABSITA @ EVALITA2020: Overview of the Aspect Term Extraction and Aspect-based Sentiment Analysis Task

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Mele-Sorgente-Vettigli, SentNA @ ATE_ABSITA: Sentiment Analysis of Customer Reviews Using Boosted Trees with Lexical and Lexicon-based Features

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Bennici, ghostwriter19 @ ATE_ABSITA: Zero-Shot and ONNX to Speed up BERT on Sentiment Analysis Tasks at EVALITA 2020

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Di Rosa-Durante, App2Check @ ATE_ABSITA 2020: Aspect Term Extraction and Aspect-based Sentiment Analysis

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Sanguinetti-Comandini-Di Nuovo- et al., HaSpeeDe 2 @ EVALITA2020: Overview of the EVALITA 2020 Hate Speech Detection Task

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Ou-Li, YNU_OXZ @ HaSpeeDe 2 and AMI : XLM-RoBERTa with Ordered Neurons LSTM for Classification Task at EVALITA 2020

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Leonardelli-Menini-Tonelli, DH-FBK @ HaSpeeDe2: Italian Hate Speech Detection via Self-Training and Oversampling

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Deng-Bai-Dai, By1510 @ HaSpeeDe 2: Identification of Hate Speech for Italian Language in Social Media Data

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Delmonte, Venses @ HaSpeeDe2 & SardiStance: Multilevel Deep Linguistically Based Supervised Approach to Classification

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Hoffmann-Kruschwitz, UR NLP @ HaSpeeDe 2 at EVALITA 2020: Towards Robust Hate Speech Detection with Contextual Embeddings

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Fontana-Attardi, Fontana-Unipi @ HaSpeeDe2: Ensemble of transformers for the Hate Speech task at Evalita

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Lavergne-Saini-Kovács-et al., TheNorth @ HaSpeeDe 2: BERT-based Language Model Fine-tuning for Italian Hate Speech Detection

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Cisnero-Bueno, UO @ HaSpeeDe2: Ensemble Model for Italian Hate Speech Detection

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da Silva-Roman, No Place For Hate Speech @ HaSpeeDe 2: Ensemble to Identify Hate Speech in Italian

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Klaus-Bartle-Rossmann, Svandiela @ HaSpeeDe: Detecting Hate Speech in Italian Twitter Data with BERT

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Gambino-Pirrone, CHILab @ HaSpeeDe 2: Enhancing Hate Speech Detection with Part-of-Speech Tagging

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Bisconti-Montagnani, Montanti @ HaSpeeDe2 EVALITA 2020: Hate Speech Detection in online contents

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Cignarella-Lai-Bosco-et al., SardiStance @ EVALITA2020: Overview of the Task on Stance Detection in Italian Tweets

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Giorgioni-Politi-Salman-et al., UNITOR @ Sardistance2020: Combining Transformer-based Architectures and Transfer Learning for Robust Stance Detection

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Bennici, ghostwriter19 @ SardiStance: Generating New Tweets to Classify SardiStance EVALITA 2020 Political Tweets

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Alkhalifa-Zubiaga, QMUL-SDS @ SardiStance: Leveraging Network Interactions to Boost Performance on Stance Detection using Knowledge Graphs

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Espinosa-Agerri-Rodrigo-et al., DeepReading @ SardiStance 2020: Combining Textual, Social and Emotional Features

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Ferraccioli-Sciandra-Da Pont-et al., TextWiller @ SardiStance, HaSpeede2: Text or Con-text? A Smart Use of Social Network Data in Predicting Polarization

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Moraca-Sabella-Morra, UninaStudents @ SardiStance: Stance Detection in Italian Tweets - Task A

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Kayalvizhi-Thenmozhi-Chandrabose, SSN NLP@SardiStance : Stance Detection from Italian Tweets using RNN and Transformers

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Bharathi-Bhuvana-Balaji, SSNCSE-NLP @ EVALITA2020: Textual and Contextual Stance Detection from Tweets Using Machine Learning Approach

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De Mattei-Cafagna-Dell'Orletta-et al., CHANGE-IT @ EVALITA 2020: Change Headlines, Adapt News, GEnerate

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Cimino-Dell'Orletta-Nissim, TAG-it @ EVALITA2020: Overview of the Topic, Age, and Gender Prediction Task for Italian

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Herold-Castro, UO_4to @ TAG-it 2020: Ensemble of Machine Learning Methods

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Tamayo-Castro-Bueno, UOBIT @ TAG-it: Exploring a Multi-faceted Representation for Profiling Age, Topic and Gender in Italian Texts

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Occhipinti-Tesei-Iacono, ItaliaNLP @ TAG-IT: UmBERTo for Author Profiling at TAG-it 2020

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Miliani-Giorgi-Rama-et al., DANKMEMES @ EVALITA 2020: The Memeing of Life: Memes, Multimodality and Politics

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Fiorucci, SNK @ DANKMEMES: Leveraging Pretrained Embeddings for Multimodal Meme Detection

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Vlad-Zaharia-Cercel-et al., UPB @ DANKMEMES: Italian Memes Analysis - Employing Visual Models and Graph Convolutional Networks for Meme Identification and Hate Speech Detection

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Setpal-Sarti, ArchiMeDe @ DANKMEMES: A New Model Architecture for Meme Detection

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Breazzano-Rubino-Croce-et al., UNITOR @ DANKMEME: Combining Convolutional Models and Transformer-based architectures for accurate MEME management

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Gregori-Montefinese-Radicioni-et al., CONcreTEXT @ EVALITA2020: The Concreteness in Context Task

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Rotaru, ANDI @ CONcreTEXT: Predicting Concreteness in Context for English and Italian using Distributional Models and Behavioural Norms

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Bondielli-Lebani-Passaro-et al., CAPISCO @ CONcreTEXT 2020: (Un)supervised Systems to Contextualize Concreteness with Norming Data

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Badryzlova, KonKretiKa @ CONcreTEXT: Computing Concreteness Indexes with Sigmoid Transformation and Adjustment for Context

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Basile-Lovetere-Montiet al., Ghigliottin-AI@EVALITA2020: Evaluating Artificial Players for the Language Game ``La Ghigliottina''

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Sangati-Pascucci-Monti, “Il Mago della Ghigliottina” @ GhigliottinAI: When Linguistics meets Artificial Intelligence

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de Francesco, GUL.LE.VER @ GhigliottinAI: A Glove based Artificial Player to Solve the Language Game “La Ghigliottina”

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Alzetta-Miaschi-Dell'Orletta-et al., PRELEARN @ EVALITA 2020: Overview of the Prerequisite Relation Learning Task for Italian

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Puccetti-Bolanos-Chiarello-et al., B4DS @ PRELEARN: Ensemble Method for Prerequisite Learning

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Moggio-Parizzi, UNIGE_SE @ PRELEARN: Utility for Automatic Prerequisite Learning from Italian Wikipedia

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Angel-Aroyehun, NLP-CIC @ PRELEARN: Mastering Prerequisites Relations, from Handcrafted Features to Embeddings

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Menini-Moretti-Sprugnoli-et al., DaDoEval @ EVALITA 2020: Same-Genre and Cross-Genre Dating of Historical Documents

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Brivio, matteo-brv @ DaDoEval: An SVM-based Approach for Automatic Document Dating

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Massidda, rmassidda @ DaDoEval: Document Dating Using Sentence Embeddings at EVALITA 2020

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Basile-Caputo-Caselli-et al., DIACR-Ita @ EVALITA2020: Overview of the EVALITA2020 Diachronic Lexical Semantics (DIACR-Ita) Task

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Wang-Di Buccio-Melucci, University of Padova @ DIACR-Ita

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Pražák-Přibáň-Taylor, UWB @ DIACR-Ita: Lexical Semantic Change Detection with CCA and Orthogonal Transformation

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Alkhalifa-Tsakalidis-Zubiaga-et al., QMUL-SDS @ DIACR-Ita: Evaluating Unsupervised Diachronic Lexical Semantics Classification in Italian

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Laicher-Baldissin-Castaneda-et al., CL-IMS @ DIACR-Ita: Volente o Nolente: BERT is still not Outperforming SGNS on Semantic Change Detection

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Kaiser-Schlechtweg-Schulte Im Walde, OP-IMS @ DIACR-Ita: Back to the Roots: SGNS+OP+CD still Rocks Semantic Change Detection

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Belotti-Bianchi-Palmonari, UNIMIB @ DIACR-Ita: Aligning Distributional Embeddings with a Compass for Semantic Change Detection in the Italian Language

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Angel, NLP-CIC @ DIACR-Ita: POS and Neighbor Based Distributional Models for Lexical Semantic Change in Diachronic Italian Corpora

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Brunato-Chesi-Dell'Orletta-et al., AcCompl-it @ EVALITA2020: Overview of the Acceptability & Complexity Evaluation Task for Italian

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Sarti, UmBERTo-MTSA @ AcCompl-It: Improving Complexity and Acceptability Prediction with Multitask Learning on Self-Supervised Annotations

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Delmonte, Venses @ AcCompl-It: Computing Complexity vs Acceptability with a Constituent Trigram Model and Semantics

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Bosco-Ballarè-Cerruti-et al., KIPoS @ EVALITA2020: Overview of the Task on KIParla Part of Speech Tagging

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Tamburini, UniBO @ KIPoS: Fine-tuning the Italian “BERTology” for PoS-tagging Spoken Data

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Izzi- Ferilli, UniBA @ KIPoS: A Hybrid Approach for Part-of-Speech Tagging

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Proisl-Lapesa, KLUMSy @ KIPoS: Experiments on Part-of-Speech Tagging of Spoken Italian

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