NLP

Shared Task on Scientific Fact-Checking and Disinformation Narrative Classification of Climate-related Claims

ClimateCheck 2026

Date 12 May 2026
Location Palma de Mallorca, Spain
Venue 3rd International Workshop on Natural Scientific Language Processing (NSLP 2026)
Format In Person

About this Conference

A shared task focusing on verifying climate-related claims and identifying disinformation narratives using scientific publications. The task aims to combat misinformation in climate discourse by developing tools to ground claims in peer-reviewed evidence.

Call for Papers

The shared task includes two main tracks: 1) Abstract retrieval and claim verification - retrieve relevant publication abstracts and classify claim-abstract pairs. 2) Disinformation narrative classification - predict climate disinformation narratives using a predefined taxonomy. Participants will be evaluated on retrieval recall, verification accuracy, and narrative classification F1 scores. Participants are encouraged to assess computational emissions using CodeCarbon.

Important Dates

  • Release of datasets (task 1) December 15, 2025
  • Release of datasets (task 2) December 19, 2025
  • Testing phase begins January 15, 2026
  • Deadline for system submissions February 16, 2026
  • Full Paper Submission February 20, 2026
  • Notification March 13, 2026
  • Camera Ready March 30, 2026
  • Workshop May 12, 2026
  • Camera Ready March 27, 2026
  • Conference dates 12 May 2026