SURGeLLM Structured Understanding, Retrieval, and Generation in the LLM Era

SURGeLLM 2026

Date 2-3 July 2026
Location San Diego, United States
Venue ACL 2026, San Diego, California, USA
Format Hybrid

About this Conference

A workshop focusing on structured understanding, retrieval, and generation in the era of Large Language Models (LLMs). The conference explores how LLMs can interact with and process structured data artifacts like tables, charts, maps, and diagrams.

Call for Papers

Invites submissions on structured understanding, retrieval, generation, and evaluation in the era of LLMs. Accepts both long (up to 8 pages) and short (up to 4 pages) papers in ACL format. Two submission categories: Proceedings (Archival) and Non-Proceedings (Non-Archival). Welcomes position papers, datasets, system reports, ablations, and negative results.

Important Dates

  • Full Paper Submission March 5, 2026
  • Pre-reviewed ARR commitment deadline March 24, 2026
  • Notification April 28, 2026
  • Camera Ready May 12, 2026
  • Conference dates 2-3 July 2026