A Corpus for Sentence-Level Subjectivity Detection on English News Articles

A Corpus for Sentence-Level Subjectivity Detection on English News Articles

We develop novel annotation guidelines for sentence-level subjectivity detection, which are not limited to language-specific cues.

May 2024 · Francesco Antici, Federico Ruggeri, Andrea Galassi, Katerina Korre, Arianna Muti, Alessandra Bardi, Alice Fedotova, Alberto Barrón-Cedeño
PejorativITy: Disambiguating Pejorative Epithets to Improve Misogyny Detection in Italian Tweets

PejorativITy: Disambiguating Pejorative Epithets to Improve Misogyny Detection in Italian Tweets

We present PejorativITy, a novel corpus of 1,200 manually annotated Italian tweets for pejorative language at the word level and misogyny at the sentence level.

May 2024 · Arianna Muti, Federico Ruggeri, Cagri Toraman, Alberto Barrón-Cedeño, Samuel Algherini, Lorenzo Musetti, Silvia Ronchi, Gianmarco Saretto, Caterina Zapparoli
A Dataset of Argumentative Dialogues on Scientific Papers

A Dataset of Argumentative Dialogues on Scientific Papers

We introduce ArgSciChat, a dataset of 41 argumentative dialogues between scientists on 20 NLP papers.

July 2023 · Federico Ruggeri, Mohsen Mesgar, Iryna Gurevych
Detecting and explaining unfairness in consumer contracts through memory networks

Detecting and explaining unfairness in consumer contracts through memory networks

We posit that in this domain useful explanations of classifier outcomes can be provided by resorting to legal rationales.

October 2022 · Federico Ruggeri, Francesca Lagioia, Marco Lippi, Paolo Torroni
Detecting Arguments in CJEU Decisions on Fiscal State Aid

Detecting Arguments in CJEU Decisions on Fiscal State Aid

We present Demosthenes, a novel corpus for argument mining in legal documents, composed of 40 decisions of the Court of Justice of the European Union on matters of fiscal state aid.

October 2022 · Giulia Grundler, Piera Santin, Andrea Galassi, Federico Galli, Francesco Godano, Francesca Lagioia, Elena Palmieri, Federico Ruggeri, Giovanni Sartor, Paolo Torroni
Multimodal Argument Mining: A Case Study in Political Debates

Multimodal Argument Mining: A Case Study in Political Debates

We propose a study on multimodal argument mining in the domain of political debates

October 2022 · Eleonora Mancini, Federico Ruggeri, Andrea Galassi, Paolo Torroni