Call for Papers

Important Dates

• Workshop paper submission deadline: 15 November 2024 24 November 2024, 11:59 pm AoE (final deadline).

• Notification to authors: 9 December 2024 12 December 2024.

• Camera-ready deadline: TBD.

Note: Due to several requests, we have extended the submission deadline to 24th November (Sunday). There will be no more extension after this. 

Topics

We encourage submissions under one of these topics of interest, but we also welcome other interesting and relevant research for preparing good data.

• Data acquisition, cleaning, processing, and mixture recipes

• Data quality assessment and quantifying the value of data

• Data sequence for multi-phase and curriculum learning

• Model-based data improvement techniques

• Ablation study strategies to understand the interplay between data and model

• Data safety and governance

• Responsible and ethical considerations of data collection and human annotation

• Diversity, bias, transparency, and privacy of data

• Theoretical modeling and analysis of data-related aspects in generative AI

• Large-scale data processing (intersection between systems and algorithms)

• Data value

Papers will be peer-reviewed under a double-blind policy. Accepted papers will be presented at the poster session, some as oral presentations. We will select a best paper award and a best student paper award from the submitted papers.

OpenReview Submission Link

Please submit your paper via the following link: https://openreview.net/group?id=AAAI.org/2025/Workshop/GoodData 

Submission Guidelines

• We accept submissions of a maximum of 4 pages (excluding references and appendix).

• We accept only original works not published before at any archival venue with proceedings.

• The submitted manuscript should follow the AAAI 2025 paper template.

• Submissions will be rejected without review if they:

  • Contain more than 4 pages (excluding references and appendix).

  • Violate the double-blind policy.

  • Violate the dual-submission policy for papers.

• The accepted papers will be publicly accessible on OpenReview, but the workshop is non-archival and does not have formal proceedings.

• Papers will be peer-reviewed under a double-blind policy and must be submitted online through the OpenReview submission system.