Conference Proceedings of the 13th Workshop on Argument Mining and Reasoning · 2026
LLM-INSTRUCT at UZH Shared Task 2026: Constraint-Aware Retrieval and Selective Debate for Paragraph-Level Argument Mining
Phuong Huu Vu Tran, Long Minh Vo, Son Nguyen Minh Le, Hoang Van
Co-first & corresponding authorAbstract
Our submission to the UZH Shared Task 2026 on paragraph-level argument mining. LLM-INSTRUCT combines constraint-aware retrieval with a selective debate strategy among large language models to identify and link argumentative units within paragraphs. The system placed first in the shared task.