Dario Onorati

4 papers · 2020–2024 · 3 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 (10)

Venues

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

Top co-authors

Fabio Massimo Zanzotto (4) Leonardo Ranaldi (4) Elena Sofia Ruzzetti (3) Davide Venditti (2) Andrea Favalli (1) Pierfrancesco Tommasino (1) Andrea Santilli (1) Francesca Fallucchi (1) Cristina Giannone (1) Federico Ranaldi (1)

Research topics

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

Keywords

large language model (2) syntactic parsing (1) bias detection (1) code generation (1) language model (1) parameter efficiency (1) data contamination (1) social bia (1) syntactic representation (1) gender bia (1) bias measurement (1) neural network (1) debiasing technique (1) stereotype score (1) text-to-sql translation (1) zero-shot learning (1) instruction-following model (1)

Papers

A Trip Towards Fairness: Bias and De-Biasing in Large Language Models NAACL 2024 Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation ACL 2024 Measuring bias in Instruction-Following models with P-AT EMNLP 2023 KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations EMNLP 2020