tceron/open-endedness-classifier

Model Card for Model ID

This model classifies user interaction queries between Analytical and Factoid.

Label IDs:

0: "Analytical"
1: "Factoid"

Model Details

All details in:

@inproceedings{ceron2026wildseek,
  title     = {WildSEEK: Evaluating Language Models for Information-Seeking},
  author    = {Ceron, Tanise and Baumann, Joachim and Bassignana, Elisa and Cabuk, Berat and Hovy, Dirk and Nozza, Debora},
  booktitle = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
  year      = {2026}
}

Other classifiers from this study are:

• tceron/info-seek-classifier — information seeking, content creation, coding, not english, no request
• tceron/high-risk-classifier — Other, Economic and Financial, Health, Politics, Judicial and Legal, Moral Values and Religion, Security