Debora Nozza

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 57

Top Topics

Natural Language

Narrative Generation

Top Venues

Publications

Mattia Setzu, Marta Marchiori Manerba, Pasquale Minervini, Debora Nozza
FairBelief - Assessing Harmful Beliefs in Language Models. CoRR (2024)
Zehui Yu, Indira Sen, Dennis Assenmacher, Mattia Samory, Leon Fröhling, Christina Dahn, Debora Nozza, Claudia Wagner
The Unseen Targets of Hate - A Systematic Review of Hateful Communication Datasets. CoRR (2024)
Giuseppe Attanasio, Flor Miriam Plaza del Arco, Debora Nozza, Anne Lauscher
A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation. CoRR (2023)
Flor Miriam Plaza del Arco, Debora Nozza, Dirk Hovy
Leveraging Label Variation in Large Language Models for Zero-Shot Text Classification. CoRR (2023)
Anne Lauscher, Debora Nozza, Ehm Miltersen, Archie Crowley, Dirk Hovy
What about "em"? How Commercial Machine Translation Fails to Handle (Neo-)Pronouns. ACL (1) (2023)
Giuseppe Attanasio, Flor Miriam Plaza del Arco, Debora Nozza, Anne Lauscher
A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation. EMNLP (2023)
Federico Bianchi, Pratyusha Kalluri, Esin Durmus, Faisal Ladhak, Myra Cheng, Debora Nozza, Tatsunori Hashimoto, Dan Jurafsky, James Zou, Aylin Caliskan
Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale. FAccT (2023)
Debora Nozza, Giuseppe Attanasio
Is It Really That Simple? Prompting Large Language Models for Automatic Text Simplification in Italian. CLiC-it (2023)
Debora Nozza, Lucia C. Passaro, Marco Polignano
Special Issue NL4AI 2022: Workshop on natural language for artificial intelligence. Intelligenza Artificiale 17 (2) (2023)
Gabriele Ruggeri, Debora Nozza
A Multi-dimensional study on Bias in Vision-Language models. ACL (Findings) (2023)
Debora Nozza, Dirk Hovy
The State of Profanity Obfuscation in Natural Language Processing Scientific Publications. ACL (Findings) (2023)
Anne Lauscher, Debora Nozza, Archie Crowley, Ehm Miltersen, Dirk Hovy
What about em? How Commercial Machine Translation Fails to Handle (Neo-)Pronouns. CoRR (2023)
Helena Bonaldi, Giuseppe Attanasio, Debora Nozza, Marco Guerini
Weigh Your Own Words: Improving Hate Speech Counter Narrative Generation via Attention Regularization. CoRR (2023)
Oscar Araque, Simona Frenda, Rachele Sprugnoli, Debora Nozza, Viviana Patti
EMit at EVALITA 2023: Overview of the Categorical Emotion Detection in Italian Social Media Task. EVALITA (2023)
Debora Nozza, Alessandra Teresa Cignarella, Greta Damo, Tommaso Caselli, Viviana Patti
HODI at EVALITA 2023: Overview of the first Shared Task on Homotransphobia Detection in Italian. EVALITA (2023)
Amanda Cercas Curry, Giuseppe Attanasio, Debora Nozza, Dirk Hovy
MilaNLP at SemEval-2023 Task 10: Ensembling Domain-Adapted and Regularized Pretrained Language Models for Robust Sexism Detection. SemEval@ACL (2023)
Giuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura, Debora Nozza
ferret: a Framework for Benchmarking Explainers on Transformers. EACL (System Demonstrations) (2023)
Giuseppe Attanasio, Debora Nozza, Federico Bianchi
MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities. SemEval@NAACL (2022)
Giuseppe Attanasio, Debora Nozza, Federico Bianchi, Dirk Hovy
Is It Worth the (Environmental) Cost? Limited Evidence for the Benefits of Diachronic Continuous Training. CoRR (2022)
Giuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura, Debora Nozza
ferret: a Framework for Benchmarking Explainers on Transformers. CoRR (2022)
Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists. ACL (Findings) (2022)
Paul Röttger, Debora Nozza, Federico Bianchi, Dirk Hovy
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages. EMNLP (2022)
Federico Bianchi, Debora Nozza, Dirk Hovy
XLM-EMO: Multilingual Emotion Prediction in Social Media Text. WASSA@ACL (2022)
Samia Touileb, Debora Nozza
Measuring Harmful Representations in Scandinavian Language Models. CoRR (2022)
Federico Bianchi, Pratyusha Kalluri, Esin Durmus, Faisal Ladhak, Myra Cheng, Debora Nozza, Tatsunori Hashimoto, Dan Jurafsky, James Zou, Aylin Caliskan
Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale. CoRR (2022)
Debora Nozza
Nozza@LT-EDI-ACL2022: Ensemble Modeling for Homophobia and Transphobia Detection. LT-EDI (2022)
Debora Nozza, Dirk Hovy
The State of Profanity Obfuscation in Natural Language Processing. CoRR (2022)
Paul Röttger, Debora Nozza, Federico Bianchi, Dirk Hovy
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages. CoRR (2022)
Paul Röttger, Haitham Seelawi, Debora Nozza, Zeerak Talat, Bertie Vidgen
Multilingual HateCheck: Functional Tests for Multilingual Hate Speech Detection Models. CoRR (2022)
Debora Nozza, Federico Bianchi, Anne Lauscher, Dirk Hovy
Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals. LT-EDI (2022)
Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists. CoRR (2022)
Tommaso Fornaciari, Federico Bianchi, Debora Nozza, Dirk Hovy
MilaNLP @ WASSA: Does BERT Feel Sad When You Cry? WASSA@EACL (2021)
Federico Bianchi, Debora Nozza, Dirk Hovy
Language Invariant Properties in Natural Language Processing. CoRR (2021)
Debora Nozza, Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari, Enza Messina
LearningToAdapt with word embeddings: Domain adaptation of Named Entity Recognition systems. Inf. Process. Manag. 58 (3) (2021)
Federico Bianchi, Debora Nozza, Dirk Hovy
FEEL-IT: Emotion and Sentiment Classification for the Italian Language. WASSA@EACL (2021)
Debora Nozza, Federico Bianchi, Dirk Hovy
HONEST: Measuring Hurtful Sentence Completion in Language Models. NAACL-HLT (2021)
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini
Cross-lingual Contextualized Topic Models with Zero-shot Learning. EACL (2021)
Debora Nozza
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection. ACL/IJCNLP (2) (2021)
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini
Cross-lingual Contextualized Topic Models with Zero-shot Learning. CoRR (2020)
Debora Nozza, Federico Bianchi, Dirk Hovy
What the [MASK]? Making Sense of Language-Specific BERT Models. CoRR (2020)
Debora Nozza, Elisabetta Fersini, Enza Messina
CAGE: Constrained deep Attributed Graph Embedding. Inf. Sci. 518 (2020)
Elisabetta Fersini, Debora Nozza, Giulia Boifava
Profiling Italian Misogynist: An Empirical Study. ResTUP@LREC (2020)
Elisabetta Fersini, Debora Nozza, Paolo Rosso
AMI @ EVALITA2020: Automatic Misogyny Identification. EVALITA (2020)
Silvia Terragni, Debora Nozza, Elisabetta Fersini, Enza Messina
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models. Insights (2020)
Valerio Basile, Cristina Bosco, Elisabetta Fersini, Debora Nozza, Viviana Patti, Francisco Manuel Rangel Pardo, Paolo Rosso, Manuela Sanguinetti
SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter. SemEval@NAACL-HLT (2019)
Debora Nozza, Claudia Volpetti, Elisabetta Fersini
Unintended Bias in Misogyny Detection. WI (2019)
Debora Nozza, Cezar Sas, Elisabetta Fersini, Enza Messina
Word Embeddings for Unsupervised Named Entity Linking. KSEM (2) (2019)
Valerio Basile, Elena Cabrio, Fabien Gandon, Debora Nozza
Mapping Natural Language Labels to Structured Web Resources. NL4AI@AI*IA (2018)
Federico Bianchi, Matteo Palmonari, Debora Nozza
Towards Encoding Time in Text-Based Entity Embeddings. ISWC (1) (2018)
Elisabetta Fersini, Pikakshi Manchanda, Enza Messina, Debora Nozza, Matteo Palmonari
Adapting Named Entity Types to New Ontologies in a Microblogging Environment. IEA/AIE (2018)
Elisabetta Fersini, Debora Nozza, Paolo Rosso
Overview of the Evalita 2018 Task on Automatic Misogyny Identification (AMI). EVALITA@CLiC-it (2018)
Debora Nozza, Fausto Ristagno, Matteo Palmonari, Elisabetta Fersini, Pikakshi Manchanda, Enza Messina
TWINE: A real-time system for TWeet analysis via INformation Extraction. EACL (Software Demonstrations) (2017)
Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari, Debora Nozza, Enza Messina
Towards adaptation of named entity classification. SAC (2017)
Debora Nozza, Elisabetta Fersini, Enza Messina
A Multi-View Sentiment Corpus. EACL (1) (2017)
Debora Nozza, Elisabetta Fersini, Enza Messina
Deep Learning and Ensemble Methods for Domain Adaptation. ICTAI (2016)
Debora Nozza, Elisabetta Fersini, Enza Messina
Unsupervised Irony Detection: A Probabilistic Model with Word Embeddings. KDIR (2016)
Flavio Massimiliano Cecchini, Elisabetta Fersini, Pikakshi Manchanda, Enza Messina, Debora Nozza, Matteo Palmonari, Cezar Sas
UNIMIB@NEEL-IT: Named Entity Recognition and Linking of Italian Tweets. CLiC-it/EVALITA (2016)
Debora Nozza, Daniele Maccagnola, Vincent Guigue, Enza Messina, Patrick Gallinari
A Latent Representation Model for Sentiment Analysis in Heterogeneous Social Networks. SEFM Workshops (2014)