Serena Villata

Weakly-supervised Argument Mining with Boundary Refinement and Relation Denoising EACL 2026 AM4DSP: Argumentation Mining in Structured Decentralized Discussion Platforms for Deliberative Democracy EMNLP 2025 DISPUTool 3.0: Fallacy Detection and Repairing in Argumentative Political Debates ACL 2025 Leveraging Graph Structural Knowledge to Improve Argument Relation Prediction in Political Debates ACL 2025 Overview of MM-ArgFallacy2025 on Multimodal Argumentative Fallacy Detection and Classification in Political Debates ACL 2025 Overview of the Critical Questions Generation Shared Task ACL 2025 SAFE: Structured Argumentation for Fact-checking with Explanations IJCAI 2025 Argument Quality Assessment in the Age of Instruction-Following Large Language Models COLING 2024 CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures EMNLP 2024 Is Safer Better? The Impact of Guardrails on the Argumentative Strength of LLMs in Hate Speech Countering EMNLP 2024 MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain COLING 2024 Mining, Assessing, and Improving Arguments in NLP and the Social Sciences COLING 2024 An In-depth Analysis of Implicit and Subtle Hate Speech Messages EACL 2023 Argument-based Detection and Classification of Fallacies in Political Debates EMNLP 2023 Artificial Intelligence at the Service of Society to Analyse Human Arguments AAAI 2023 BiRDy: Bullying Role Detection in Multi-Party Chats AAAI 2023 DISPUTool 2.0: A Modular Architecture for Multi-Layer Argumentative Analysis of Political Debates AAAI 2023 Mining, Assessing, and Improving Arguments in NLP and the Social Sciences EACL 2023 Playing the Part of the Sharp Bully: Generating Adversarial Examples for Implicit Hate Speech Detection ACL 2023 Unmasking the Hidden Meaning: Bridging Implicit and Explicit Hate Speech Embedding Representations EMNLP 2023 ACTA 2.0: A Modular Architecture for Multi-Layer Argumentative Analysis of Clinical Trials IJCAI 2022 Fallacious Argument Classification in Political Debates IJCAI 2022 Graph Embeddings for Argumentation Quality Assessment EMNLP 2022 Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection EMNLP 2020 Regrexit or not Regrexit: Aspect-based Sentiment Analysis in Polarized Contexts COLING 2020 ACTA A Tool for Argumentative Clinical Trial Analysis IJCAI 2019 A System to Monitor Cyberbullying based on Message Classification and Social Network Analysis ACL 2019 DISPUTool -- A tool for the Argumentative Analysis of Political Debates IJCAI 2019 Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign Debates ACL 2019 Artificial Argumentation for Humans IJCAI 2018 Evidence Type Classification in Randomized Controlled Trials EMNLP 2018 Five Years of Argument Mining: a Data-driven Analysis IJCAI 2018 Argument Mining on Twitter: Arguments, Facts and Sources EMNLP 2017 Legal NERC with ontologies, Wikipedia and curriculum learning EACL 2017 SMACk: An Argumentation Framework for Opinion Mining IJCAI 2016 Emotions in Argumentation: an Empirical Evaluation IJCAI 2015 Combining Textual Entailment and Argumentation Theory for Supporting Online Debates Interactions ACL 2012