Matt Melich

According to our database, Matt Melich authored at least 4 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2026

Rethinking Retrieval: From Traditional Retrieval Augmented Generation to Agentic and Non-Vector Reasoning Systems in the Financial Domain for Large Language Models.

Elias Lumer, Matt Melich, Olivia Zino, Elena Kim, Sara Dieter, Max Harberg, Pradeep Honaganahalli Basavaraju, Vamse Kumar Subbiah, James A. Burke, Roberto Hernandez

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

Comparison of Text-Based and Image-Based Retrieval in Modern Multimodal Retrieval Augmented Generation Large Language Model Systems.

Elias Lumer, Alex Cardenas, Matt Melich, Myles Mason, Sara Dieter, Vamse Kumar Subbiah, Pradeep Honaganahalli Basavaraju, Roberto Hernandez

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

2025

Rethinking Retrieval: From Traditional Retrieval Augmented Generation to Agentic and Non-Vector Reasoning Systems in the Financial Domain for Large Language Models.

Elias Lumer, Matt Melich, Olivia Zino, Elena Kim, Sara Dieter, Pradeep Honaganahalli Basavaraju, Vamse Kumar Subbiah, James A. Burke, Roberto Hernandez

CoRR, November, 2025

Comparison of Text-Based and Image-Based Retrieval in Multimodal Retrieval Augmented Generation Large Language Model Systems.

Elias Lumer, Alex Cardenas, Matt Melich, Myles Mason, Sara Dieter, Vamse Kumar Subbiah, Pradeep Honaganahalli Basavaraju, Roberto Hernandez

CoRR, November, 2025