A Latent Representation Model for Sentiment Analysis in Heterogeneous Social Networks. - Debora Nozza; Daniele Maccagnola; Vincent Guigue; Enza Messina; Patrick Gallinari (SEFM Workshops, 2014)

UNIMIB@NEEL-IT: Named Entity Recognition and Linking of Italian Tweets. - Flavio Massimiliano Cecchini; Elisabetta Fersini; Pikakshi Manchanda; Enza Messina; Debora Nozza; Matteo Palmonari; Cezar Sas (CLiC-it/EVALITA, 2016)

Unsupervised Irony Detection: A Probabilistic Model with Word Embeddings. - Debora Nozza; Elisabetta Fersini; Enza Messina (KDIR, 2016)

Deep Learning and Ensemble Methods for Domain Adaptation. - Debora Nozza; Elisabetta Fersini; Enza Messina (ICTAI, 2016)

A Multi-View Sentiment Corpus. - Debora Nozza; Elisabetta Fersini; Enza Messina (EACL (1), 2017)

TWINE: A real-time system for TWeet analysis via INformation Extraction. - Debora Nozza; Fausto Ristagno; Matteo Palmonari; Elisabetta Fersini; Pikakshi Manchanda; Enza Messina (EACL (Software Demonstrations), 2017)

Towards adaptation of named entity classification. - Pikakshi Manchanda; Elisabetta Fersini; Matteo Palmonari; Debora Nozza; Enza Messina (SAC, 2017)

Mapping Natural Language Labels to Structured Web Resources. - Valerio Basile; Elena Cabrio; Fabien Gandon; Debora Nozza (NL4AI@AI*IA, 2018)

Overview of the Evalita 2018 Task on Automatic Misogyny Identification (AMI). - Elisabetta Fersini; Debora Nozza; Paolo Rosso (EVALITA@CLiC-it, 2018)

Adapting Named Entity Types to New Ontologies in a Microblogging Environment. - Elisabetta Fersini; Pikakshi Manchanda; Enza Messina; Debora Nozza; Matteo Palmonari (IEA/AIE, 2018)

Towards Encoding Time in Text-Based Entity Embeddings. - Federico Bianchi 001; Matteo Palmonari; Debora Nozza (ISWC (1), 2018)

Deep Learning for Feature Representation in Natural Language Processing. - Debora Nozza (2018)

Word Embeddings for Unsupervised Named Entity Linking. - Debora Nozza; Cezar Sas; Elisabetta Fersini; Enza Messina (KSEM (2), 2019)

SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter. - Valerio Basile; Cristina Bosco; Elisabetta Fersini; Debora Nozza; Viviana Patti; Francisco Manuel Rangel Pardo; Paolo Rosso; Manuela Sanguinetti (SemEval@NAACL-HLT, 2019)

Unintended Bias in Misogyny Detection. - Debora Nozza; Claudia Volpetti; Elisabetta Fersini (WI, 2019)

Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models. - Silvia Terragni; Debora Nozza; Elisabetta Fersini; Enza Messina (Insights, 2020)

AMI @ EVALITA2020: Automatic Misogyny Identification. - Elisabetta Fersini; Debora Nozza; Paolo Rosso (EVALITA, 2020)

Profiling Italian Misogynist: An Empirical Study. - Elisabetta Fersini; Debora Nozza; Giulia Boifava (ResTUP@LREC, 2020)

What the [MASK]? Making Sense of Language-Specific BERT Models. - Debora Nozza; Federico Bianchi 001; Dirk Hovy (CoRR, 2020)

CAGE: Constrained deep Attributed Graph Embedding. - Debora Nozza; Elisabetta Fersini; Enza Messina (Inf. Sci., 2020)

Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection. - Debora Nozza (ACL/IJCNLP (2), 2021)

Cross-lingual Contextualized Topic Models with Zero-shot Learning. - Federico Bianchi 001; Silvia Terragni; Dirk Hovy; Debora Nozza; Elisabetta Fersini (EACL, 2021)

HONEST: Measuring Hurtful Sentence Completion in Language Models. - Debora Nozza; Federico Bianchi 001; Dirk Hovy (NAACL-HLT, 2021)

FEEL-IT: Emotion and Sentiment Classification for the Italian Language. - Federico Bianchi 001; Debora Nozza; Dirk Hovy (WASSA@EACL, 2021)

MilaNLP @ WASSA: Does BERT Feel Sad When You Cry? - Tommaso Fornaciari; Federico Bianchi 001; Debora Nozza; Dirk Hovy (WASSA@EACL, 2021)

Language Invariant Properties in Natural Language Processing. - Federico Bianchi 001; Debora Nozza; Dirk Hovy (CoRR, 2021)

LearningToAdapt with word embeddings: Domain adaptation of Named Entity Recognition systems. - Debora Nozza; Pikakshi Manchanda; Elisabetta Fersini; Matteo Palmonari; Enza Messina (Inf. Process. Manag., 2021)

Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists. - Giuseppe Attanasio; Debora Nozza; Dirk Hovy; Elena Baralis (ACL (Findings), 2022)

Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages. - Paul Röttger; Debora Nozza; Federico Bianchi 001; Dirk Hovy (EMNLP, 2022)

Nozza@LT-EDI-ACL2022: Ensemble Modeling for Homophobia and Transphobia Detection. - Debora Nozza (LT-EDI, 2022)

Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals. - Debora Nozza; Federico Bianchi 001; Anne Lauscher; Dirk Hovy (LT-EDI, 2022)

MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities. - Giuseppe Attanasio; Debora Nozza; Federico Bianchi 001 (SemEval@NAACL, 2022)

XLM-EMO: Multilingual Emotion Prediction in Social Media Text. - Federico Bianchi 001; Debora Nozza; Dirk Hovy (WASSA@ACL, 2022)

Multilingual HateCheck: Functional Tests for Multilingual Hate Speech Detection Models. - Paul Röttger; Haitham Seelawi; Debora Nozza; Zeerak Talat; Bertie Vidgen (CoRR, 2022)

Is It Worth the (Environmental) Cost? Limited Evidence for the Benefits of Diachronic Continuous Training. - Giuseppe Attanasio; Debora Nozza; Federico Bianchi 001; Dirk Hovy (CoRR, 2022)

The State of Profanity Obfuscation in Natural Language Processing. - Debora Nozza; Dirk Hovy (CoRR, 2022)

Measuring Harmful Representations in Scandinavian Language Models. - Samia Touileb; Debora Nozza (CoRR, 2022)

Gender and Age Bias in Commercial Machine Translation. - Federico Bianchi 001; Tommaso Fornaciari; Dirk Hovy; Debora Nozza (Towards Responsible Machine Translation, 2023)

What about "em"? How Commercial Machine Translation Fails to Handle (Neo-)Pronouns. - Anne Lauscher; Debora Nozza; Ehm Miltersen; Archie Crowley; Dirk Hovy (ACL (1), 2023)

The State of Profanity Obfuscation in Natural Language Processing Scientific Publications. - Debora Nozza; Dirk Hovy (ACL (Findings), 2023)

A Multi-dimensional study on Bias in Vision-Language models. - Gabriele Ruggeri; Debora Nozza (ACL (Findings), 2023)

Is It Really That Simple? Prompting Large Language Models for Automatic Text Simplification in Italian. - Debora Nozza; Giuseppe Attanasio (CLiC-it, 2023)

ferret: a Framework for Benchmarking Explainers on Transformers. - Giuseppe Attanasio; Eliana Pastor; Chiara Di Bonaventura; Debora Nozza (EACL (System Demonstrations), 2023)

A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation. - Giuseppe Attanasio; Flor Miriam Plaza del Arco; Debora Nozza; Anne Lauscher (EMNLP, 2023)

EMit at EVALITA 2023: Overview of the Categorical Emotion Detection in Italian Social Media Task. - Oscar Araque; Simona Frenda; Rachele Sprugnoli; Debora Nozza; Viviana Patti (EVALITA, 2023)

HODI at EVALITA 2023: Overview of the first Shared Task on Homotransphobia Detection in Italian. - Debora Nozza; Alessandra Teresa Cignarella; Greta Damo; Tommaso Caselli; Viviana Patti (EVALITA, 2023)

Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale. - Federico Bianchi 001; Pratyusha Kalluri; Esin Durmus; Faisal Ladhak; Myra Cheng; Debora Nozza; Tatsunori Hashimoto; Dan Jurafsky; James Zou 001; Aylin Caliskan (FAccT, 2023)

MilaNLP at SemEval-2023 Task 10: Ensembling Domain-Adapted and Regularized Pretrained Language Models for Robust Sexism Detection. - Amanda Cercas Curry; Giuseppe Attanasio; Debora Nozza; Dirk Hovy (SemEval@ACL, 2023)

Leveraging Label Variation in Large Language Models for Zero-Shot Text Classification. - Flor Miriam Plaza del Arco; Debora Nozza; Dirk Hovy (CoRR, 2023)

Weigh Your Own Words: Improving Hate Speech Counter Narrative Generation via Attention Regularization. - Helena Bonaldi; Giuseppe Attanasio; Debora Nozza; Marco Guerini (CoRR, 2023)

Special Issue NL4AI 2022: Workshop on natural language for artificial intelligence. - Debora Nozza; Lucia C. Passaro; Marco Polignano (Intelligenza Artificiale, 2023)

MONICA: Monitoring Coverage and Attitudes of Italian Measures in Response to COVID-19. - Fabio Pernisi; Giuseppe Attanasio; Debora Nozza (CLiC-it, 2024)

Metrics for What, Metrics for Whom: Assessing Actionability of Bias Evaluation Metrics in NLP. - Pieter Delobelle; Giuseppe Attanasio; Debora Nozza; Su Lin Blodgett; Zeerak Talat (EMNLP, 2024)

FairBelief - Assessing Harmful Beliefs in Language Models. - Mattia Setzu; Marta Marchiori Manerba; Pasquale Minervini; Debora Nozza (CoRR, 2024)

The Unseen Targets of Hate - A Systematic Review of Hateful Communication Datasets. - Zehui Yu; Indira Sen; Dennis Assenmacher; Mattia Samory; Leon Fröhling; Christina Dahn; Debora Nozza; Claudia Wagner 001 (CoRR, 2024)

MilaNLP@Multilingual Counterspeech Generation: Evaluating Translation and Background Knowledge Filtering. - Emanuele Moscato; Arianna Muti; Debora Nozza (COLING Workshops, 2025)

Can I Introduce My Boyfriend to My Grandmother? Evaluating Large Language Models Capabilities on Iranian Social Norm Classification. - Hamidreza Saffari; Mohammadamin Shafiei; Donya Rooein; Francesco Pierri 002; Debora Nozza (NAACL (Findings), 2025)

Foreword: Towards a Safer Web for Women - First International Workshop on Protecting Women Online. - Ángel Pavón Pérez; Miriam Fernández; Tracie Farrell; Debora Nozza; Christine de Kock (WWW (Companion Volume), 2025)

The Pluralistic Moral Gap: Understanding Judgment and Value Differences between Humans and Large Language Models. - Giuseppe Russo; Debora Nozza; Paul Röttger; Dirk Hovy (CoRR, 2025)