DocInsights 2026
DocInsights is the Workshop on Document Intelligence and Understanding, co-located with EMNLP 2026. It focuses on document-centered NLP beyond plain text: structure-aware modeling, multimodal evidence, grounding, retrieval, evaluation, and deployment.
We welcome long papers, short papers, position and theory papers, benchmark and dataset papers, survey papers, system demos, reproducibility studies, and negative or diagnostic analyses.
Yes. DocInsights accepts direct non-archival submissions. Non-archival work will not appear in proceedings and may be submitted elsewhere later, subject to the policies of those venues.
Eligible papers with completed ACL Rolling Review reviews and meta-review may be committed through the DocInsights ARR Commitment OpenReview group. Decisions are based on ARR reviews, meta-review, relevance, and fit to the workshop.
Direct submissions must be anonymized for double-blind review. The review process will use OpenReview and at least three reviews plus meta-review.
Long papers may include up to 8 pages of content. Short papers may include up to 4 pages of content. References and appendices are unlimited.
Shared task details will be announced soon. We will update the shared task page with scope, timeline, participation instructions, and evaluation details once they are ready.
Participation details will follow EMNLP guidance and organizer confirmation. The site will be updated when room, schedule, and participation modes are final.
Confirmed speakers, accepted papers, and the final program will be posted after speaker confirmations, review decisions, and EMNLP schedule details are public-ready.
Email the organizing team at docinsights-workshop-chairs@googlegroups.com.