Azimuth: Systematic Error Analysis for Text Classification. - Gabrielle Gauthier Melançon; Orlando Marquez Ayala; Lindsay Brin; Chris Tyler; Frederic Branchaud-Charron; Joseph Marinier; Karine Grande; Di Le (EMNLP (Demos), 2022)

Reducing hallucination in structured outputs via Retrieval-Augmented Generation. - Patrice Béchard; Orlando Marquez Ayala (CoRR, 2024)

Generating a Low-code Complete Workflow via Task Decomposition and RAG. - Orlando Marquez Ayala; Patrice Béchard (CoRR, 2024)

Task Decomposition and RAG as Design Patterns for LLM-Based Systems. - Orlando Marquez Ayala (CAIN, 2025)

Multi-task retriever fine-tuning for domain-specific and efficient RAG. - Patrice Béchard; Orlando Marquez Ayala (CoRR, 2025)

Fine-Tune an SLM or Prompt an LLM? The Case of Generating Low-Code Workflows. - Orlando Marquez Ayala; Patrice Béchard; Emily Chen; Maggie Baird; Jingfei Chen (CoRR, 2025)