Debora Nozza
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Debora Nozza
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Overview of the Shared Task on Machine Translation Gender Bias Evaluation with Multilingual Holistic Bias
Proceedings of the 5th Workshop on Gender Bias in Natural Language Processing (GeBNLP)
Proceedings of the 8th Workshop on Online Abuse and Harms (WOAH 2024)
FairBelief - Assessing Harmful Beliefs in Language Models
A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation
Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation
A Multi-dimensional study on Bias in Vision-Language models
MilaNLP at SemEval-2023 Task 10: Ensembling Domain-Adapted and Regularized Pretrained Language Models for Robust Sexism Detection
Respectful or Toxic? Using Zero-Shot Learning with Language Models to Detect Hate Speech
The State of Profanity Obfuscation in Natural Language Processing Scientific Publications
What about ''em''? How Commercial Machine Translation Fails to Handle (Neo-)Pronouns
A Cross-Lingual Study of Homotransphobia on Twitter
Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale
ferret: a Framework for Benchmarking Explainers on Transformers
Measuring Harmful Representations in Scandinavian Language Models
Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages
The State of Profanity Obfuscation in Natural Language Processing Scientific Publications
Is It Worth the (Environmental) Cost? Limited Evidence for the Benefits of Diachronic Continuous Training
ferret: a Framework for Benchmarking Explainers on Transformers
HATE-ITA: Hate Speech Detection in Italian Social Media Text
Multilingual HateCheck: Functional Tests for Multilingual Hate Speech Detection Models
MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities
XLM-EMO: Multilingual Emotion Prediction in Social Media Text
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection
HONEST: Measuring Hurtful Sentence Completion in Language Models
LearningToAdapt with word embeddings: Domain adaptation of Named Entity Recognition systems
FEEL-IT: Emotion and Sentiment Classification for the Italian Language
MilaNLP @ WASSA: Does BERT Feel Sad When You Cry?
Cross-lingual Contextualized Topic Models with Zero-shot Learning
AMI @ EVALITA2020: Automatic Misogyny Identification
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models
Profiling Italian Misogynist: An Empirical Study
What the [MASK]? Making Sense of Language-Specific BERT Models
CAGE: Constrained deep Attributed Graph Embedding
Unintended Bias in Misogyny Detection
Word Embeddings for Unsupervised Named Entity Linking
SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter
Overview of the Evalita 2018 Task on Automatic Misogyny Identification (AMI)
Mapping Natural Language Labels to Structured Web Resources
Towards encoding time in text-based entity embeddings
UNIMIB@ NEEL-IT: Named Entity Recognition and Linking of Italian Tweets
Adapting Named Entity Types to New Ontologies in a Microblogging Environment
A Multi-View Sentiment Corpus
Towards adaptation of named entity classification
TWINE: A real-time system for TWeet analysis via INformation Extraction
Deep learning and ensemble methods for Domain Adaptation
Unsupervised Irony Detection: A Probabilistic Model with Word Embeddings
A latent representation model for sentiment analysis in heterogeneous social networks
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