Debora Nozza

According to our database, Debora Nozza authored at least 54 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

CoRR, 2024

FairBelief - Assessing Harmful Beliefs in Language Models.

Mattia Setzu, Marta Marchiori Manerba, Pasquale Minervini, Debora Nozza

CoRR, 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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Special Issue NL4AI 2022: Workshop on natural language for artificial intelligence.

Debora Nozza, Lucia C. Passaro, Marco Polignano

Intelligenza Artificiale, 2023

Weigh Your Own Words: Improving Hate Speech Counter Narrative Generation via Attention Regularization.

Helena Bonaldi, Giuseppe Attanasio, Debora Nozza, Marco Guerini

CoRR, 2023

Leveraging Label Variation in Large Language Models for Zero-Shot Text Classification.

Flor Miriam Plaza del Arco, Debora Nozza, Dirk Hovy

CoRR, 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

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale.

Federico Bianchi, Pratyusha Kalluri, Esin Durmus, Faisal Ladhak, Myra Cheng, Debora Nozza, Tatsunori Hashimoto, Dan Jurafsky, James Zou, Aylin Caliskan

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 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

Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 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

Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

ferret: a Framework for Benchmarking Explainers on Transformers.

Giuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura, Debora Nozza

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023, 2023

Is It Really That Simple? Prompting Large Language Models for Automatic Text Simplification in Italian.

Debora Nozza, Giuseppe Attanasio

Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

A Multi-dimensional study on Bias in Vision-Language models.

Gabriele Ruggeri, Debora Nozza

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

The State of Profanity Obfuscation in Natural Language Processing Scientific Publications.

Debora Nozza, Dirk Hovy

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

What about "em"? How Commercial Machine Translation Fails to Handle (Neo-)Pronouns.

Anne Lauscher, Debora Nozza, Ehm Miltersen, Archie Crowley, Dirk Hovy

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Gender and Age Bias in Commercial Machine Translation.

Federico Bianchi, Tommaso Fornaciari, Dirk Hovy, Debora Nozza

Proceedings of the Towards Responsible Machine Translation, 2023

2022

Measuring Harmful Representations in Scandinavian Language Models.

Samia Touileb, Debora Nozza

CoRR, 2022

The State of Profanity Obfuscation in Natural Language Processing.

Debora Nozza, Dirk Hovy

CoRR, 2022

Is It Worth the (Environmental) Cost? Limited Evidence for the Benefits of Diachronic Continuous Training.

Giuseppe Attanasio, Debora Nozza, Federico Bianchi, Dirk Hovy

CoRR, 2022

Multilingual HateCheck: Functional Tests for Multilingual Hate Speech Detection Models.

Paul Röttger, Haitham Seelawi, Debora Nozza, Zeerak Talat, Bertie Vidgen

CoRR, 2022

XLM-EMO: Multilingual Emotion Prediction in Social Media Text.

Federico Bianchi, Debora Nozza, Dirk Hovy

Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, 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

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals.

Debora Nozza, Federico Bianchi, Anne Lauscher, Dirk Hovy

Proceedings of the Second Workshop on Language Technology for Equality, 2022

Nozza@LT-EDI-ACL2022: Ensemble Modeling for Homophobia and Transphobia Detection.

Debora Nozza

Proceedings of the Second Workshop on Language Technology for Equality, 2022

Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages.

Paul Röttger, Debora Nozza, Federico Bianchi, Dirk Hovy

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists.

Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

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

Language Invariant Properties in Natural Language Processing.

Federico Bianchi, Debora Nozza, Dirk Hovy

CoRR, 2021

MilaNLP @ WASSA: Does BERT Feel Sad When You Cry?

Tommaso Fornaciari, Federico Bianchi, Debora Nozza, Dirk Hovy

Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, 2021

FEEL-IT: Emotion and Sentiment Classification for the Italian Language.

Federico Bianchi, Debora Nozza, Dirk Hovy

Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, 2021

HONEST: Measuring Hurtful Sentence Completion in Language Models.

Debora Nozza, Federico Bianchi, Dirk Hovy

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Cross-lingual Contextualized Topic Models with Zero-shot Learning.

Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection.

Debora Nozza

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

CAGE: Constrained deep Attributed Graph Embedding.

Debora Nozza, Elisabetta Fersini, Enza Messina

Inf. Sci., 2020

What the [MASK]? Making Sense of Language-Specific BERT Models.

Debora Nozza, Federico Bianchi, Dirk Hovy

CoRR, 2020

Profiling Italian Misogynist: An Empirical Study.

Elisabetta Fersini, Debora Nozza, Giulia Boifava

Proceedings of the Workshop on Resources and Techniques for User and Author Profiling in Abusive Language, 2020

AMI @ EVALITA2020: Automatic Misogyny Identification.

Elisabetta Fersini, Debora Nozza, Paolo Rosso

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models.

Silvia Terragni, Debora Nozza, Elisabetta Fersini, Enza Messina

Proceedings of the First Workshop on Insights from Negative Results in NLP, 2020

2019

Unintended Bias in Misogyny Detection.

Debora Nozza, Claudia Volpetti, Elisabetta Fersini

Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 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

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Word Embeddings for Unsupervised Named Entity Linking.

Debora Nozza, Cezar Sas, Elisabetta Fersini, Enza Messina

Proceedings of the Knowledge Science, Engineering and Management, 2019

2018

Deep Learning for Feature Representation in Natural Language Processing.

Debora Nozza

PhD thesis, 2018

Towards Encoding Time in Text-Based Entity Embeddings.

Federico Bianchi, Matteo Palmonari, Debora Nozza

Proceedings of the Semantic Web - ISWC 2018, 2018

Adapting Named Entity Types to New Ontologies in a Microblogging Environment.

Elisabetta Fersini, Pikakshi Manchanda, Enza Messina, Debora Nozza, Matteo Palmonari

Proceedings of the Recent Trends and Future Technology in Applied Intelligence, 2018

Overview of the Evalita 2018 Task on Automatic Misogyny Identification (AMI).

Elisabetta Fersini, Debora Nozza, Paolo Rosso

Proceedings of the Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2018) co-located with the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

Mapping Natural Language Labels to Structured Web Resources.

Valerio Basile, Elena Cabrio, Fabien Gandon, Debora Nozza

Proceedings of the 2nd Workshop on Natural Language for Artificial Intelligence (NL4AI 2018) co-located with 17th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2018), 2018

2017

Towards adaptation of named entity classification.

Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari, Debora Nozza, Enza Messina

Proceedings of the Symposium on Applied Computing, 2017

TWINE: A real-time system for TWeet analysis via INformation Extraction.

Debora Nozza, Fausto Ristagno, Matteo Palmonari, Elisabetta Fersini, Pikakshi Manchanda, Enza Messina

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

A Multi-View Sentiment Corpus.

Debora Nozza, Elisabetta Fersini, Enza Messina

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016

Deep Learning and Ensemble Methods for Domain Adaptation.

Debora Nozza, Elisabetta Fersini, Enza Messina

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Unsupervised Irony Detection: A Probabilistic Model with Word Embeddings.

Debora Nozza, Elisabetta Fersini, Enza Messina

Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 1: KDIR, Porto - Portugal, November 9, 2016

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

Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016

2014

A Latent Representation Model for Sentiment Analysis in Heterogeneous Social Networks.

Debora Nozza, Daniele Maccagnola, Vincent Guigue, Enza Messina, Patrick Gallinari

Proceedings of the Software Engineering and Formal Methods, 2014