From Solo Graders to Assisted Annotation: Integrating LLM Suggestions into the Educational Data Creation Pipeline

Cleon Xavier, Luiz A. L. Rodrigues, Ana Valdo, Ariadne Carvalho, Gabriela Matos, Lucas Kalinke, Ramon Vilela, Erika Resende, Thais Moraes, Matheus Silva, Nara Nobre-Silva, Newarney Torrezão da Costa, Fabíola Gonçalves Coelho Ribeiro, Anderson Pinheiro, Dragan Gasevic, Rafael Ferreira Mello. From Solo Graders to Assisted Annotation: Integrating LLM Suggestions into the Educational Data Creation Pipeline. In Proceedings of the LAK26: 16th International Learning Analytics and Knowledge Conference, LAK 2026, Bergen, Norway, 4 March 2028- 1 May 2026. pages 96-105, ACM, 2026. [doi]

Abstract

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