CEI Benchmark: Pragmatic Reasoning Dataset

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Authors: Jon Chun, Hannah Sussman, Mateo Pechon-Elkins, Adrian Mangine, Murathan Kocaman, Kirill Sidorko, Abhigya Koirala, Andre McCloud, Gwen Eisenbeis, Wisdom Akanwe, Moustapha Gassama, Anne-Duncan Enright
+4 more Peter Dunson, Tiffanie Ng, Anna von Rosenstiel, Godwin Idowu
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Abstract

Initial release of code, data, config, documentation, etc. in support of DMLR 2026 paper "CEI: A Benchmark for Evaluating Pragmatic Reasoning in Language Models" (Contextual Emotional Inference and Theory of Mind)

Fields of Study & Subjects

Sentiment Analysis and Opinion Mining Emotion and Mood Recognition Speech and dialogue systems

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
8 February 2026
Language
EN
Document type
Dataset