Orlando Marquez Ayala

According to our database, Orlando Marquez Ayala authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, May, 2025

Multi-task retriever fine-tuning for domain-specific and efficient RAG.

Patrice Béchard, Orlando Marquez Ayala

CoRR, January, 2025

Task Decomposition and RAG as Design Patterns for LLM-Based Systems.

Orlando Marquez Ayala

Proceedings of the 4th IEEE/ACM International Conference on AI Engineering, 2025

2024

Generating a Low-code Complete Workflow via Task Decomposition and RAG.

Orlando Marquez Ayala, Patrice Béchard

CoRR, 2024

Reducing hallucination in structured outputs via Retrieval-Augmented Generation.

Patrice Béchard, Orlando Marquez Ayala

CoRR, 2024

2022

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

Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022