Serena Villata
37 papers · 2012–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (6) π Academic Marathon (13) π§ Keyword Pioneer π Conference Polyglot (6) π Renaissance Researcher (8)
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(8)
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Interdisciplinary Bridge
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(57)
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(28)
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Keyword Champion
(3)
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Deep Specialist
(11)
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Prolific Year
(6)
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Unstoppable
(6)
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Century Club
(36)
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Keyword Collector
(148)
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Trend Setter
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The Questioner
Conferences
EMNLP (9)
IJCAI (9)
ACL (8)
COLING (4)
EACL (4)
AAAI (3)
Top co-authors
Keywords
argument mining
(18)
text classification
(7)
large language model
(6)
political debate
(6)
natural language processing
(5)
transformer model
(4)
fallacy detection
(4)
semantic analysis
(4)
computational argumentation
(3)
argument classification
(3)
argument quality
(3)
text analysis
(3)
argument extraction
(2)
text mining
(2)
text generation
(2)
hate speech detection
(2)
cyberbullying detection
(2)
language model
(2)
argumentative reasoning
(2)
argumentation mining
(2)
Papers
Weakly-supervised Argument Mining with Boundary Refinement and Relation Denoising
EACL 2026
Leveraging Graph Structural Knowledge to Improve Argument Relation Prediction in Political Debates
ACL 2025
Overview of the Critical Questions Generation Shared Task
ACL 2025
DISPUTool 3.0: Fallacy Detection and Repairing in Argumentative Political Debates
ACL 2025
SAFE: Structured Argumentation for Fact-checking with Explanations
IJCAI 2025
AM4DSP: Argumentation Mining in Structured Decentralized Discussion Platforms for Deliberative Democracy
EMNLP 2025
Overview of MM-ArgFallacy2025 on Multimodal Argumentative Fallacy Detection and Classification in Political Debates
ACL 2025
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures
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
Is Safer Better? The Impact of Guardrails on the Argumentative Strength of LLMs in Hate Speech Countering
EMNLP 2024
Argument Quality Assessment in the Age of Instruction-Following Large Language Models
COLING 2024
Artificial Intelligence at the Service of Society to Analyse Human Arguments
AAAI 2023
DISPUTool 2.0: A Modular Architecture for Multi-Layer Argumentative Analysis of Political Debates
AAAI 2023
BiRDy: Bullying Role Detection in Multi-Party Chats
AAAI 2023
Playing the Part of the Sharp Bully: Generating Adversarial Examples for Implicit Hate Speech Detection
ACL 2023
An In-depth Analysis of Implicit and Subtle Hate Speech Messages
EACL 2023
Mining, Assessing, and Improving Arguments in NLP and the Social Sciences
EACL 2023
Argument-based Detection and Classification of Fallacies in Political Debates
EMNLP 2023
Unmasking the Hidden Meaning: Bridging Implicit and Explicit Hate Speech Embedding Representations
EMNLP 2023
Graph Embeddings for Argumentation Quality Assessment
EMNLP 2022
ACTA 2.0: A Modular Architecture for Multi-Layer Argumentative Analysis of Clinical Trials
IJCAI 2022
Fallacious Argument Classification in Political Debates
IJCAI 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
Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign Debates
ACL 2019
DISPUTool -- A tool for the Argumentative Analysis of Political Debates
IJCAI 2019
Evidence Type Classification in Randomized Controlled Trials
EMNLP 2018
Five Years of Argument Mining: a Data-driven Analysis
IJCAI 2018
Artificial Argumentation for Humans
IJCAI 2018
Legal NERC with ontologies, Wikipedia and curriculum learning
EACL 2017
Argument Mining on Twitter: Arguments, Facts and Sources
EMNLP 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