Mattia Samory

6 papers · 2021–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

❓ The Questioner

Venues

EMNLP (2) SemEval (2) ACL (1) NAACL (1)

Top co-authors

Indira Sen (4) Claudia Wagner (3) Isabelle Augenstein (3) Fabian Flöck (2) Ali Zeynali (1) Scott A. Hale (1) Wil Aalst (1) Tanu Mitra (1) Dennis Assenmacher (1) Chico Camargo (1)

Research topics

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

Keywords

text classification (2) counterfactual augmentation (2) hate speech detection (2) model robustness (2) out-of-domain generalization (2) counterfactually augmented data (2) counterfactual data augmentation (2) spurious feature (2) semantic similarity (1) benchmark dataset (1) spurious correlation (1) human annotation (1) demographic bia (1) news article (1) sexism detection (1) offensive language (1) news aggregation (1) annotator sensitivity (1) model bia (1) construct-driven perturbation (1)

Papers

SemEval-2026 Task 10: PsyCoMark – Psycholinguistic Conspiracy Marker Extraction and Detection SemEval 2026 Robustness and Confounders in the Demographic Alignment of LLMs with Human Perceptions of Offensiveness ACL 2025 People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection EMNLP 2023 Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection NAACL 2022 SemEval-2022 Task 8: Multilingual news article similarity SemEval 2022 How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? EMNLP 2021