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Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017)
Roberto Basili | Malvina Nissim | Giorgio Satta

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Preface
Roberto Basili | Malvina Nissim | Giorgio Satta

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Searching for General Models that Learn Compositionally
Marco Baroni

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Doing Stuff with Long Short Term Memory networks
Yoav Goldberg

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Computational Sociolinguistics – An Emerging Partnership
Rada Mihalcea

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I Verbi Neologici nell’Italiano del Web: Comportamento Sintattico e Selezione dell’Ausiliare
Matteo Amore

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Predicting Land Use of Italian Cities using Structural Semantic Models
Gianni Barlacchi | Bruno Lepri | Alessandro Moschitti

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Predicting Controversial News Using Facebook Reactions
Angelo Basile | Tommaso Caselli | Malvina Nissim

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Bi-directional LSTM-CNNs-CRF for Italian Sequence Labeling
Pierpaolo Basile | Giovanni Semeraro | Pierluigi Cassotti

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Monitoring Adolescents’ Distress using Social Web data as a Source: the InsideOut Project
Roberto Basili | Valentina Bellomaria | Niels Jonas Bugge | Danilo Croce | Francesco De Michele | Federico Fiori Nastro | Paolo Fiori Nastro | Chantal Michel | Stefanie Schmidt | Frauke Schultze-Lutter

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“Gimme the Usual” - How Handling of Pragmatics Improves Chatbots
Alessia Bianchini | Francesco Tarasconi | Raffaella Ventaglio | Mariafrancesca Guadalupi

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Deep-learning the Ropes: Modeling Idiomaticity with Neural Networks
Yuri Bizzoni | Marco S.G. Senaldi | Alessandro Lenci

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Neural Sentiment Analysis for a Real-World Application
Daniele Bonadiman | Giuseppe Castellucci | Andrea Favalli | Raniero Romagnoli | Alessandro Moschitti

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Emo2Val: Inferring Valence Scores from fine-grained Emotion Values
Alessandro Bondielli | Lucia Passaro | Alessandro Lenci

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Toward a Bilingual Lexical Database on Connectives: Exploiting a German/Italian Parallel Corpus
Peter Bourgonje | Yulia Grishina | Manfred Stede

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Developing a Large Scale FrameNet for Italian: the IFrameNet Experience
Silvia Brambilla | Danilo Croce | Fabio Tamburini | Roberto Basili

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-io Nouns through the Ages. Analysing Latin Morphological Productivity with Lemlat
Marco Budassi | Eleonora Litta | Marco Passarotti

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Gender Stereotypes in Film Language: a Corpus-assisted Analysis
Lucia Busso | Gianmarco Vignozzi

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How “Deep” is Learning Word Inflection?
Franco Alberto Cardillo | Marcello Ferro | Claudia Marzi | Vito Pirrelli

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Tree LSTMs for Learning Sentence Representations
Héctor Cerezo Costas | Manuela I. Martín-Vicente | Francisco J. Gonzalez-Castano

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Irony Detection: from the Twittersphere to the News Space
Alessandra Cervone | Evgeny Stepanov | Fabio Celli | Giuseppe Riccardi

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Phase-based Minimalist Parsing and Complexity in Non-local Dependencies
Cristiano Chesi

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TWITTIRO‘: a Social Media Corpus with a Multi-layered Annotation for Irony
Alessandra Teresa Cignarella | Cristina Bosco | Viviana Patti

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Identifying Predictive Features for Textual Genre Classification: the Key Role of Syntax
Andrea Cimino | Martijn Wieling | Felice Dell’Orletta | Simonetta Montemagni | Giulia Venturi

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CorAIt – A Non-native Speech Database for Italian
Claudia Roberta Combei

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Dealing with Italian Adjectives in Noun Phrase: a Study Oriented to Natural Language Generation
Giorgia Conte | Cristina Bosco | Alessandro Mazzei

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Variabili Rilevanti nella Rappresentazione delle Parole nel Lessico Mentale: Dati Psicolinguistici da una Banca-dati di Nomi e Verbi Italiani
Maria De Martino | Azzurra Mancuso | Alessandro Laudanna

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Tagging Semantic Types for Verb Argument Positions
Francesca Della Moretta | Anna Feltracco | Elisabetta Jezek | Bernardo Magnini

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Linguistic Features and Newsworthiness: an Analysis of News style
Maria Pia Di Buono | Jan Snajder

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Can Monolingual Embeddings Improve Neural Machine Translation?
Mattia Antonino Di Gangi | Marcello Federico

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Distributed Processes for Spoken Questions and Commands Understanding
Dario Di Mauro | Antonio Origlia | Francesco Cutugno

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A Reproducible Approach with R Markdown to Automatic Classification of Medical Certificates in French
Giorgio Maria Di Nunzio | Federica Beghini | Federica Vezzani | Geneviève Henrot

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Contrast-Ita Bank: A corpus for Italian Annotated with Discourse Contrast Relations
Anna Feltracco | Bernardo Magnini | Elisabetta Jezek

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Ironic Gestures and Tones in Twitter
Simona Frenda

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Emerging Sentiment Language Model for Emotion Detection
Anastasia Giachanou | Francisco Rangel | Fabio Crestani | Paolo Rosso

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Stylometry in Computer-Assisted Translation: Experiments on the Babylonian Talmud
Emiliano Giovannetti | Davide Albanesi | Andrea Bellandi | David Dattilo | Felice Dell’Orletta

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Towards an Italian Lexicon for Polarity Classification (polarITA): a Comparative Analysis of Lexical Resources for Sentiment Analysis
Delia Irazú Hernández Farías | Irene Laganà | Viviana Patti | Cristina Bosco

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Multilingual Neural Machine Translation for Low Resource Languages
Surafel Melaku Lakew | Mattia Antonino Di Gangi | Marcello Federico

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Stem and Fragment Priming on Verbal Forms of Italian
Alessandro Laudanna | Giulia Bracco

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Metadata Annotation for Dramatic Texts
Vincenzo Lombardo | Rossana Damiano | Antonio Pizzo

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Deep Learning for Automatic Image Captioning in Poor Training Conditions
Caterina Masotti | Danilo Croce | Roberto Basili

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E Pluribus Unum. Representing Compounding in a Derivational Lexicon of Latin
Silvia Micheli | Eleonora Litta

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Sanremo’s Winner Is... Category-driven Selection Strategies for Active Learning
Anne-Lyse Minard | Manuela Speranza | Mohammed R. H. Qwaider | Bernardo Magnini

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Dalla Word Sense Disambiguation alla Sintassi: il Problema dell’Articolo Partitivo in Italiano
Ignazio Mauro Mirto | Emanuele Cipolla

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PARSEME-It Corpus An annotated Corpus of Verbal Multiword Expressions in Italian
Johanna Monti | Maria Pia Di Buono | Federico Sangati

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MODAL: A Multilingual Corpus Annotated for Modality
Malvina Nissim | Paola Pietrandrea

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AHyDA: Automatic Hypernym Detection with Feature Augmentation
Ludovica Pannitto | Lavinia Salicchi | Alessandro Lenci

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INFORMed PA: A NER for the Italian Public Administration Domain
Lucia Passaro | Alessandro Lenci | Anna Gabbolini

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Mining Offensive Language on Social Media
Serena Pelosi | Alessandro Maisto | Pierluigi Vitale | Simonetta Vietri

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Automatic Evaluation of Employee Satisfaction
Marco Piersanti | Giulia Brandetti | Pierluigi Failla

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Hate Speech Annotation: Analysis of an Italian Twitter Corpus
Fabio Poletto | Marco Stranisci | Manuela Sanguinetti | Viviana Patti | Cristina Bosco

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PoS Taggers in the Wild: A Case Study with Swiss Italian Student Essays
Daniele Puccinelli | Silvia Demartini | Aris Piatti | Sara Giulivi | Luca Cignetti | Simone Fornara

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Find Problems before They Find You with AnnotatorPro’s Monitoring Functionalities
Mohammed R. H. Qwaider | Anne-Lyse Minard | Manuela Speranza | Bernardo Magnini

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Evaluating a Rule Based Strategy to Map IMAGACT and T-PAS
Andrea Amelio Ravelli | Lorenzo Gregori | Anna Feltracco

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Domain-specific Named Entity Disambiguation in Historical Memoirs
Marco Rovera | Federico Nanni | Simone Paolo Ponzetto | Anna Goy

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Toward a Treebank Collecting German Aesthetic Writings of the Late 18th Century
Alessio Salomoni

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Assessing the Use of Terminology in Phrase-Based Statistical Machine Translation for Academic Course Catalogues Translation
Randy Scansani | Marcello Federico | Luisa Bentivogli

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A little bit of bella pianura: Detecting Code-Mixing in Historical English Travel Writing
Rachele Sprugnoli | Sara Tonelli | Giovanni Moretti | Stefano Menini

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PARAD-it: Eliciting Italian Paradigmatic Relations with Crowdsourcing
Irene Sucameli | Alessandro Lenci

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The Impact of Phrases on Italian Lexical Simplification
Sara Tonelli | Alessio Palmero Aprosio | Marco Mazzon

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Analysis of Italian Word Embeddings
Rocco Tripodi | Stefano Li Pira

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Applicazione di un Metodo Attribuzionistico Quantitativo alla Monodia Liturgica Medievale
Francesco Unguendoli | Giampaolo Cristadoro | Marco Beghelli

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Commercial Applications through Community Question Answering Technology
Antonio Uva | Valerio Storch | Casimiro Carrino | Ugo Di Iorio | Alessandro Moschitti