Work

Explaining Complex ML Models to Domain Experts Using LLM & Visualization: An Exploration in the French Breadmaking Industry

Year: 2025

Type: conference-paper

Abstract: International audience

Source: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA)

DOI: 10.1145/3706599.3706685

Authors: Briggs Twitchell, George Katsirelos, Anastasia Bezerianos, Nadia Boukhelifa

Institutions: Northeastern University, Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement, Mathématiques et Informatique Appliquées, Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Université Paris-Saclay, Laboratoire Interdisciplinaire des Sciences du Numérique, Institut des Systèmes Complexes Paris Île-de-France

Language: English

Topic: Explainable Artificial Intelligence (XAI)

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: Agence Nationale de la Recherche

Awards: Smart tools for flexible wheat use, Data Science, Artificial Intelligence and Society

OpenAlex ID: W4409720417

FWCI: 0.984

Cites: 29

Cited by: 1

Related to: 10