cv
Basics
Name | Deborah Dore |
Label | PhD Student in Natural Language Processing |
deborah.dore@inria.fr | |
Phone | +33 7 44 40 14 36 |
Url | https://deborahdore.github.io |
Summary | PhD candidate at CNRS focusing on argument mining in political debates. |
Work
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2024.11 - 2027.10 PhD Student
CNRS
Conducting PhD research in NLP, focusing on argument mining in political debates under the supervision of Serena Villata and Elena Cabrio.
- Argument Mining and Discourse Analysis
- Fallacy Detection and Repair in Political Discourse
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2023.09 - 2024.02 Research Intern
CNRS
Internship in argument mining and knowledge graph integration in political debate analysis, supervised by Serena Villata and Stefano Faralli.
- Argument Structure Extraction
- Knowledge Graph Construction
- Political Text Analysis
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2021.01 - 2021.08 Software Engineer
Certimeter Group
Worked on full-stack application development using Spring Boot for backend services and ReactJS for frontend interfaces.
- Microservices with Spring Boot
- Frontend Development with ReactJS
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2020.09 - 2021.01 Software Engineer Intern
Certimeter Group
Contributed to full-stack projects, assisting in developing scalable web applications using modern Java and JavaScript frameworks.
- Agile Development
- Team Collaboration
Education
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2024.01 - 2027.10 Nice, France
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2021.09 - 2024.05 Rome, Italy
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2017.09 - 2021.04 Turin, Italy
Publications
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2025.09 Repairing Fallacious Argumentation in Political Debates
Proposed FallacyFix, a novel dataset and methodology for identifying and repairing fallacious argumentation in political discourse to enhance reasoning quality and combat misinformation.
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2025.07 Leveraging Graph Structural Knowledge to Improve Argument Relation Prediction in Political Debates
Combining Knowledge Graph Embedding Models with Language Models to improve the task of argument relation classification.
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2025.07 DISPUTool 3.0: Fallacy Detection and Repairing in Argumentative Political Debates
A web-based application designed to analyze arguments—identifying claims, premises, and their relationships (such as support and attack)—as well as detecting fallacies and suggesting repairs.
Teaching
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2025.03 - 2025.03 Sophia-Antipolis, France
Guest Lecturer – Neural Networks and Backpropagation
Université Côte d’Azur
Delivered a theoretical lecture introducing the principles of neural networks and the backpropagation algorithm.
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2025.01 - 2025.04 Sophia-Antipolis, France
Teaching Assistant – Natural Language Processing (Traitement du Langage Naturel)
Université Côte d’Azur
Led lab sessions for the NLP course, supporting both M2 MIAGE and L3 Informatique students with hands-on implementation of key NLP concepts and tools.
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2025.01 - 2025.03 Nice, France
Lecturer – Data Analysis and Visualization
Centrale Méditerranée
Delivered both lectures and lab sessions for the Data Analysis and Visualization course, covering topics such as exploratory data analysis, data cleaning, and interactive visualizations using Python.
Scholarships
- 2023.09
Master's Thesis Abroad
Sapienza Università di Roma
Awarded to outstanding students for thesis development in international research environments.
- 2023.05
Student Collaboration Scholarship
Sapienza Università di Roma
Participation in institutional support activities.
- 2022.01
Erasmus+ Scholarship
Sapienza Università di Roma
Completed an exchange semester at Universidade do Porto, Portugal.
- 2022.01
Erasmus+ Scholarship
Università degli Studi di Torino
Completed an exchange semester at Universitatea Tehnică din Cluj-Napoca, Romania.
Certificates
AWS Academy Cloud Foundations | ||
Amazon Web Services Training and Certification | 2022-05 |
Volunteer
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2023.11 - 2023.11 Nice, France
Event Volunteer
Journée Natural Language Argumentation
Assisted in organizing a scientific event focused on natural language-based argument analysis, generation, and reasoning.
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2020.01 - 2021.08 Turin, Italy
Student Delegate
Fondazione Collegio Universitario Einaudi
Represented fellow students in academic and administrative matters within the college.
Skills
Deep Learning | |
PyTorch | |
Transformers | |
HuggingFace | |
Fine-tuning |
Software Development | |
Spring Boot | |
Kafka | |
Fluent Bit | |
ReactJS | |
PySpark | |
Docker | |
AWS | |
CI/CD |
Programming | |
Python | |
Java | |
C | |
R | |
JavaScript | |
SQL | |
Bash |
Languages
Italian | |
Native speaker |
English | |
Fluent |
French | |
Intermediate |