Direct Submission
Long, short, archival, and non-archival submissions via OpenReview by the extended deadline of August 10, 2026.
NLP/CORE Unranked
DocInsights 2026
First Workshop on Document Intelligence and Understanding (ARR Commitment)
DocInsights 2026 is a full-day workshop co-located with EMNLP 2026 in Budapest, Hungary, focused on advancing document intelligence beyond plain text by integrating NLP and Document AI. It emphasizes structure-aware, multimodal, and evidence-grounded approaches to understanding real-world documents in domains like healthcare, law, finance, and science, with a focus on trustworthy, deployable systems.
Key deadlines
Verified August 30, 2026Full paper
August 31, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
August 31, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
ARR Commitment
Eligible papers with completed ACL Rolling Review reviews and meta-reviews can be committed to DocInsights by August 30, 2026.
Shared-task Paper
System papers from DocSem or Dr.DocBench challenge participants can be submitted as archival or non-archival papers via OpenReview by September 15, 2026.
Research areas in scope
01
Research Themes
Structure-aware modelingReasoning and groundingMultimodal document understandingLong and cross-document intelligenceEvaluation and robustnessDeployment and governance
Policies worth checking twice
- Submissions may be archival or non-archival.
- All submission deadlines are 11:59 PM UTC-12:00 ("Anywhere on Earth") unless otherwise noted.
- OpenReview is the official submission system for tracking timestamps.
- Acceptance notifications will be released through OpenReview.
- Camera-ready deadline applies only to accepted archival papers.
- Challenge participants may submit system papers for workshop consideration.
- Workshop follows the ACL Code of Ethics and ACL Anti-Harassment Policy.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified August 30, 2026