Emanuel Dantas

VIRTUS/UFCG Federal Institute of Pernambuco (IFPE), Brazil

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Code Generation & Program Synthesis (1)Natural Language Processing (1)

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D. Albuquerque (1)Danyllo Albuquerque (1)José Renan (1)Guillermo Rodríguez (1)

Papers (1)

Jul 30, 2026

Instituto Federal da Paraíba - IFPB3w ago·also Federal University of Campina Grande -, Federal University of Campina Grande (UFCG), Rui Barbosa State School, VIRTUS/UFCG Federal Institute of Pernambuco (IFPE) +1

From Textual Requirements to Microservice Architectures - A Comprehensive Evaluation of LLM-Based Design Synthesis

Few-shot prompting boosts LLM performance in generating microservice architectures, achieving an impressive F1 score of 0.97 for service identification.

D. Albuquerque, Danyllo Albuquerque, José Renan +9

Architecture Design (Transformers, SSMs, MoE)Code Generation & Program Synthesis Natural Language Processing

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Emanuel Dantas

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)