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ORCIDGiuliano Lorenzoni
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2020 – today
- 2026
[c9]Giuliano Lorenzoni, Ivens da Silva Portugal, Paulo S. C. Alencar, Donald D. Cowan:
CPEMH: An Agentic Framework for Prompt-Driven Behavior Evaluation and Assurance in Foundation-Model Systems for Mental Health Screening. AGENT@ICSE 2026: 26-30- [c8]Giuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan:
LLM-X: A Scalable Negotiation-Oriented Exchange for Communication Among Personal LLM Agents. AGENT@ICSE 2026: 88-95 - [i7]Giuliano Lorenzoni, Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan:
CPEMH: An Agentic Framework for Prompt-Driven Behavior Evaluation and Assurance in Foundation-Model Systems for Mental Health Screening. CoRR abs/2605.11341 (2026) - [i6]Giuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan:
LLM-X: A Scalable Negotiation-Oriented Exchange for Communication Among Personal LLM Agents. CoRR abs/2605.11376 (2026) - [i5]Giuliano Lorenzoni, Paulo Alencar, Donald D. Cowan:
An Agentic LLM-Based Framework for Population-Scale Mental Health Screening. CoRR abs/2605.13046 (2026) - 2025
- [c7]Giuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan:
From Text to Insight: Towards Robust RAG Pipelines for Transcript-Based Clinical Screening. IEEE Big Data 2025: 1456-1461 - [c6]Ivens Da Silva Portugal, Giuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan:
Towards a Graph-Based Agentic Workflow and Framework for Natural Language Directions. IEEE Big Data 2025: 5309-5313 - [c5]Giuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan:
ABL: An LLM-Based Agentic Framework for Applying Black-Litterman Portfolio Optimization. IEEE Big Data 2025: 7204-7212 - [c4]Giuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan:
ACVA: An Agentic LLM-Based Framework for CVA Calculation. IEEE Big Data 2025: 7213-7220 - [c3]Giuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan:
An Agentic LLM-Based Framework for Population-Scale Mental Health Screening. IEEE Big Data 2025: 7979-7986 - [c2]Giuliano Lorenzoni, Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan:
Contextual Prompt Enabler for Mental Health (CPEMH): An Agent-Based LLM Framework for Prompt Design, Evaluation, and Selection for Depression Screening from Transcripts. IEEE Big Data 2025: 7987-7996 - [i4]Giuliano Lorenzoni, Pedro Elkind Velmovitsky, Paulo Alencar, Donald D. Cowan
:
GPT-4 on Clinic Depression Assessment: An LLM-Based Pilot Study. CoRR abs/2501.00199 (2025) - [i3]Giuliano Lorenzoni, Ivens Portugal, Paulo Alencar, Donald D. Cowan:
Exploring Variability in Fine-Tuned Models for Text Classification with DistilBERT. CoRR abs/2501.00241 (2025) - 2024
- [c1]Giuliano Lorenzoni, Pedro Elkind Velmovitsky, Paulo S. C. Alencar, Donald D. Cowan:
GPT-4 on Clinic Depression Assessment: An LLM-Based Pilot Study. IEEE Big Data 2024: 5043-5049 - [i2]Giuliano Lorenzoni, Cristina Tavares, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan:
Assessing ML Classification Algorithms and NLP Techniques for Depression Detection: An Experimental Case Study. CoRR abs/2404.04284 (2024) - 2021
- [i1]Giuliano Lorenzoni, Paulo Alencar, Nathalia Moraes do Nascimento, Donald D. Cowan:
Machine Learning Model Development from a Software Engineering Perspective: A Systematic Literature Review. CoRR abs/2102.07574 (2021)
Coauthor Index
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