Marta Marchiori Manerba

5 papers · 2021–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ACL (2) COLING (1) EMNLP (1) NAACL (1)

Top co-authors

Fosca Giannotti (1) Chandana Sree Mala (1) Debora Nozza (1) Katerina Korre (1) Mattia Setzu (1) Karolina Stańczak (1) Sara Tonelli (1) Pasquale Minervini (1) Benedetta Muscato (1) Alberto Barrón-Cedeño (1)

Research topics

Artificial Intelligence (5) Machine Learning (5) Natural Language Processing (5) Core AI (5) Application Areas (4) Applications (3) Resources & Methods (2) Deep Learning (1) Architectures (1) Core Methods (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

bias mitigation (2) large language model (2) language model (2) hate speech detection (2) bias evaluation (2) bias detection (1) social bia (1) fairness analysis (1) fairness benchmark (1) human alignment (1) stereotype detection (1) model auditing (1) fairness benchmarking (1) disparate treatment (1) harmful belief (1) active learning (1) sensitive demographic (1) transfer learning (1) text classification (1) abusive language detection (1)

Papers

An Overview of Recent Approaches to Enable Diversity in Large Language Models through Aligning with Human Perspectives COLING 2024 FairBelief - Assessing Harmful Beliefs in Language Models NAACL 2024 Social Bias Probing: Fairness Benchmarking for Language Models EMNLP 2024 LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide ACL 2022 Fine-Grained Fairness Analysis of Abusive Language Detection Systems with CheckList ACL 2021