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Computer Science

D-Index
34
Citations
4917
World Ranking
12187
National Ranking
415

Overview

Paolo Torroni is affiliated with the University of Bologna in Italy and has contributed extensively to the field of Computer Science, with a particular emphasis on Artificial Intelligence. Their research spans several specialized subfields, including Artificial Intelligence, Political Science and International Relations, Safety Research, Experimental and Cognitive Psychology, and Law.

The scientist's work covers a range of main topics, highlighting interdisciplinary approaches and applications. These topics include:

  • Topic Modeling
  • Explainable Artificial Intelligence (XAI)
  • Artificial Intelligence in Law
  • Multi-Agent Systems and Negotiation
  • Advanced Graph Neural Networks
  • Ethics and Social Impacts of AI
  • Speech and dialogue systems

Paolo Torroni has authored multiple research papers in well-regarded venues. Notable recent publications include:

  • "Attention in Natural Language Processing" (2020), published in IEEE Transactions on Neural Networks and Learning Systems
  • "The Force Awakens: Artificial Intelligence for Consumer Law" (2020), Journal of Artificial Intelligence Research
  • "Detecting and explaining unfairness in consumer contracts through memory networks" (2021), Artificial Intelligence and Law
  • "Neural-Symbolic Argumentation Mining: An Argument in Favor of Deep Learning and Reasoning" (2024), Technischen Universität Darmstadt
  • "A privacy-preserving dialogue system based on argumentation" (2022), Intelligent Systems with Applications

Frequent publication venues for Paolo Torroni include:

  • arXiv (Cornell University)
  • Journal of Artificial Intelligence Research
  • Intelligent Systems with Applications
  • SSRN Electronic Journal
  • Fundamenta Informaticae

Collaborative work features several frequent co-authors. These include:

  • Andrea Galassi
  • Marco Lippi
  • Federico Ruggeri
  • Francesca Lagioia
  • Giovanni Sartor

Best Publications

  • Attention in Natural Language Processing

    Andrea Galassi;Marco Lippi;Paolo Torroni

  • Argumentation Mining: State of the Art and Emerging Trends

    Marco Lippi;Paolo Torroni

  • CLAUDETTE: an automated detector of potentially unfair clauses in online terms of service

    Marco Lippi;Przemysław Pałka;Giuseppe Contissa;Giuseppe Contissa;Francesca Lagioia;Francesca Lagioia

  • Declarative Agent Languages and Technologies IV

    Matteo Baldoni;Ulle Endriss;Andrea Omicini;Paolo Torroni

  • Dialogues for negotiation: Agent varieties and dialogue sequences

    Fariba Sadri;Francesca Toni;Paolo Torroni

  • Verifiable agent interaction in abductive logic programming: The SCIFF framework

    Marco Alberti;Federico Chesani;Marco Gavanelli;Evelina Lamma

  • Context-independent claim detection for argument mining

    Marco Lippi;Paolo Torroni

  • Dialogues for Negotiation: Agent Varieties and Dialogue Sequences

    Fariba Sadri;Francesca Toni;Paolo Torroni

  • COMPLIANCE VERIFICATION OF AGENT INTERACTION: A LOGIC-BASED SOFTWARE TOOL

    Marco Alberti;Marco Gavanelli;Evelina Lamma;Federico Chesani

  • The Added Value of Argumentation

    Sanjay Modgil;Francesca Toni;Floris Bex;Ivan Bratko

  • Specification and verification of agent interaction protocols in a logic-based system

    Marco Alberti;Davide Daolio;Paolo Torroni;Marco Gavanelli

  • Representing and monitoring social commitments using the event calculus

    Federico Chesani;Paola Mello;Marco Montali;Paolo Torroni

  • MARGOT: A web server for argumentation mining

    Marco Lippi;Paolo Torroni

  • COMPUTATIONAL LOGICS AND AGENTS: A ROAD MAP OF CURRENT TECHNOLOGIES AND FUTURE TRENDS

    Michael Fisher;Rafael H. Bordini;Benjamin Hirsch;Paolo Torroni

  • Expressing and Verifying Business Contracts with Abductive Logic Programming

    Marco Alberti;Federico Chesani;Marco Gavanelli;Evelina Lamma

  • An Abductive Logic Programming Architecture for Negotiating Agents

    Fariba Sadri;Francesca Toni;Paolo Torroni

  • Argument mining from speech: detecting claims in political debates

    Marco Lippi;Paolo Torroni

  • Argument Mining: A Machine Learning Perspective

    Marco Lippi;Paolo Torroni

  • Commitment tracking via the reactive event calculus

    Federico Chesani;Paola Mello;Marco Montali;Paolo Torroni

  • Specification and Verification of Agent Interaction using Social Integrity Constraints

    Marco Alberti;Marco Gavanelli;Evelina Lamma;Paola Mello

  • Mapping deontic operators to abductive expectations

    Marco Alberti;Marco Gavanelli;Evelina Lamma;Paola Mello

  • Cooperation and Competition in ALIAS: A Logic Framework for Agents that Negotiate

    Anna Ciampolini;Evelina Lamma;Paola Mello;Francesca Toni

Frequent Co-Authors

Paola Mello
Paola Mello University of Bologna
Marco Montali
Marco Montali Free University of Bozen-Bolzano
Giovanni Sartor
Giovanni Sartor University of Bologna
Francesca Toni
Francesca Toni Imperial College London
Mehdi Dastani
Mehdi Dastani Utrecht University
Andrea Omicini
Andrea Omicini University of Bologna
Michela Milano
Michela Milano University of Bologna
Guido Boella
Guido Boella University of Turin
Ulle Endriss
Ulle Endriss University of Amsterdam

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