← Authors

Debora Nozza

49 papers · 2017–2026 · 7 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (8) πŸ—ΊοΈ Taxonomy Completionist (63) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (7) 🐺 Lone Wolf (3) 🀝 Dynamic Duo (18) πŸ”¬ Deep Specialist (17) πŸ† Keyword Champion (3) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (172) ❓ The Questioner (5) πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (46)

Conferences

ACL (18) EACL (10) EMNLP (9) NAACL (6) SEMEVAL (3) COLING (2) IJCNLP (1)

Top co-authors

Dirk Hovy (21) Federico Bianchi (12) Giuseppe Attanasio (10) Donya Rooein (5) Flor Miriam Plaza-del-Arco (5) Elisabetta Fersini (5) Arianna Muti (4) Paul RΓΆttger (4) Emanuele Moscato (3) Anne Lauscher (3)

Keywords

hate speech detection (17) text classification (14) large language model (11) zero-shot learning (8) language model (8) sentiment analysis (8) natural language processing (7) gender bia (7) machine translation (5) multilingual nlp (5) transfer learning (4) multilingual model (4) bias detection (3) farsi language (3) italian language (3) social media analysis (3) multimodal learning (3) emotion classification (3) text generation (3) content moderation (2)

Papers

Exploring Subjective Tasks in Farsi: A Survey Analysis and Evaluation of Language Model EACL 2026
The Pluralistic Moral Gap: Understanding Moral Judgment and Value Differences between Humans and Large Language Models EACL 2026
PATS: Personality-Aware Teaching Strategies with Large Language Model Tutors EACL 2026
The β€œr” in β€œwoman” stands for rights. Auditing LLMs in Uncovering Social Dynamics in Implicit Misogyny EMNLP 2025
Personalization up to a Point: Why Personalized Content Moderation Needs Boundaries, and How We Can Enforce Them EMNLP 2025
Detoxify-IT: An Italian Parallel Dataset for Text Detoxification ACL 2025
MilaNLP@Multilingual Counterspeech Generation: Evaluating Translation and Background Knowledge Filtering COLING 2025
Biased Tales: Cultural and Topic Bias in Generating Children’s Stories EMNLP 2025
Can I Introduce My Boyfriend to My Grandmother? Evaluating Large Language Models Capabilities on Iranian Social Norm Classification NAACL 2025
Measuring Gender Bias in Language Models in Farsi ACL 2025
HODIAT: A Dataset for Detecting Homotransphobic Hate Speech in Italian with Aggressiveness and Target Annotation ACL 2025
Blue-haired, misandriche, rabiata: Tracing the Connotation of β€˜Feminist(s)’ Across Time, Languages and Domains ACL 2025
FairBelief - Assessing Harmful Beliefs in Language Models NAACL 2024
Metrics for What, Metrics for Whom: Assessing Actionability of Bias Evaluation Metrics in NLP EMNLP 2024
Countering Hateful and Offensive Speech Online - Open Challenges EMNLP 2024
Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation COLING 2024
Overview of the Shared Task on Machine Translation Gender Bias Evaluation with Multilingual Holistic Bias ACL 2024
A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation EMNLP 2023
What about β€œem”? How Commercial Machine Translation Fails to Handle (Neo-)Pronouns ACL 2023
The State of Profanity Obfuscation in Natural Language Processing Scientific Publications ACL 2023
A Multi-dimensional study on Bias in Vision-Language models ACL 2023
MilaNLP at SemEval-2023 Task 10: Ensembling Domain-Adapted and Regularized Pretrained Language Models for Robust Sexism Detection ACL 2023
Respectful or Toxic? Using Zero-Shot Learning with Language Models to Detect Hate Speech ACL 2023
ferret: a Framework for Benchmarking Explainers on Transformers EACL 2023
A Cross-Lingual Study of Homotransphobia on Twitter EACL 2023
MilaNLP at SemEval-2023 Task 10: Ensembling Domain-Adapted and Regularized Pretrained Language Models for Robust Sexism Detection SEMEVAL 2023
Pipelines for Social Bias Testing of Large Language Models ACL 2022
XLM-EMO: Multilingual Emotion Prediction in Social Media Text ACL 2022
Benchmarking Post-Hoc Interpretability Approaches for Transformer-based Misogyny Detection ACL 2022
MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities NAACL 2022
Multilingual HateCheck: Functional Tests for Multilingual Hate Speech Detection Models NAACL 2022
HATE-ITA: Hate Speech Detection in Italian Social Media Text NAACL 2022
Language Invariant Properties in Natural Language Processing ACL 2022
Nozza@LT-EDI-ACL2022: Ensemble Modeling for Homophobia and Transphobia Detection ACL 2022
MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities SEMEVAL 2022
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists ACL 2022
Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals ACL 2022
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages EMNLP 2022
Measuring Harmful Representations in Scandinavian Language Models EMNLP 2022
MilaNLP @ WASSA: Does BERT Feel Sad When You Cry? EACL 2021
HONEST: Measuring Hurtful Sentence Completion in Language Models NAACL 2021
FEEL-IT: Emotion and Sentiment Classification for the Italian Language EACL 2021
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection ACL 2021
Cross-lingual Contextualized Topic Models with Zero-shot Learning EACL 2021
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection IJCNLP 2021
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models EMNLP 2020
SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter SEMEVAL 2019
A Multi-View Sentiment Corpus EACL 2017
TWINE: A real-time system for TWeet analysis via INformation Extraction EACL 2017