Alberto Purpura

Researcher, CapitalOne

Joined

July 2019

Names

Alberto Purpura (Preferred)

Emails

****@ibm.com (Confirmed)

****@gmail.com (Confirmed)

****@capitalone.com (Confirmed)

Personal Links

Career & Education History

Researcher

CapitalOne (capitalone.com)

2024 – Present

Researcher

TEMPUS AI (tempus.com)

2023 – 2024

Researcher

International Business Machines (ibm.com)

2021 – 2023

Intern

Huawei Technologies Ltd. (huawei.com)

2021 – 2021

PhD student

University of Padua (unipd.it)

2018 – 2021

Intern

Apple (apple.com)

2020 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

Natural Language Processing

Present

Information Retrieval

Present

Publications

Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models
Alberto Purpura, Sahil Wadhwa, Jesse Zymet, Swapnil Shinde, Akshay Gupta, Andy Luo, Melissa Kazemi Rad, Shahed Sorower
- ACL Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025)
- Readers: Everyone
GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection
Melissa Kazemi Rad, Alberto Purpura, Himanshu Kumar, Emily Chen, Shahed Sorower
- EMNLP 2025 Main Conference
- Readers: Everyone
Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models
Alberto Purpura, Sahil Wadhwa, Jesse Zymet, Akshay Gupta, Andy Luo, Melissa Kazemi Rad, Swapnil Shinde, Mohammad Sorower
- CoRR 2025
- Readers: Everyone
Description Boosting for Zero-Shot Entity and Relation Classification
Gabriele Picco, Leopold Fuchs, Marcos Martínez Galindo, Alberto Purpura, Vanessa López, Hoang Thanh Lam
- ACL (Findings) 2024
- Readers: Everyone
Automated Feature Selection from Medical Literature
Alberto Purpura, Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Natasha Mulligan, Joao H. Bettencourt-Silva, Alessandra Pascale
- MedInfo 2023
- Readers: Everyone
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction
Gabriele Picco, Marcos Martínez Galindo, Alberto Purpura, Leopold Fuchs, Vanessa López, Thanh Lam Hoang
- Published: 01 Jan 2023, Last Modified: 05 Oct 2023
- ACL (demo) 2023
- Readers: Everyone
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction
Gabriele Picco, Marcos Martínez Galindo, Alberto Purpura, Leopold Fuchs, Vanessa López, Hoang Thanh Lam
- Published: 01 Jan 2023, Last Modified: 05 Oct 2023
- CoRR 2023
- Readers: Everyone
Identifying Faked Responses in Questionnaires with Self-Attention-Based Autoencoders
Alberto Purpura, Giuseppe Sartori, Dora Giorgianni, Graziella Orrù, Gian Antonio Susto
- Published: 01 Jan 2022, Last Modified: 28 Jun 2023
- Informatics 2022
- Readers: Everyone
Learning to Rank from Relevance Judgments Distributions
Alberto Purpura, Gianmaria Silvello, Gian Antonio Susto
- Published: 01 Jan 2022, Last Modified: 28 Jun 2023
- IIR 2022
- Readers: Everyone

View all 31 publications

Co-Authors

View all 56 co-authors