Jiadong Liang
2025
Semantic, Orthographic, and Phonological Biases in Humans’ Wordle Gameplay
Jiadong Liang
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Adam Kabbara
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Jiaying Liu
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Ronaldo Luo
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Kina Kim
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Michael Guerzhoy
Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics
We show that human players’ gameplay in the game of Wordle is influenced by the semantics, orthography, and phonology of the player’s previous guesses. We compare actual human players’ guesses with near-optimal guesses using NLP techniques. We study human language use in the constrained environment of Wordle, which is situated between natural language use and the artificial word association task.