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1. ai-traces-ssl ai-traces-ssl Public

   Companion code for the AIES 2025 paper 'Model Misalignment and Language Change: Traces of AI-Associated Language in Unscripted Spoken English' (Anderson, Galpin & Juzek).

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2. structure-ai-lang-change structure-ai-lang-change Public

   Companion code and data for the FLAIRS-38 (2025) paper 'Exploring the Structure of AI-Induced Language Change in Scientific English' (Galpin, Anderson & Juzek).

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3. lexa-index lexa-index Public

   Interactive explorer of words AI/LLMs overuse vs. human writing across 34 languages; companion to 'AI-Associated Lexical Shifts' (arXiv:2605.25358).

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4. lexical-alignment-shifts lexical-alignment-shifts Public

   Companion code for the LREC 2026 paper 'Fully Automated Identification of Lexical Alignment and Preference-Stage Shifts in Large Language Models' (Juzek, Ming, & Hernandez).

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5. tps-llm-lhf tps-llm-lhf Public

   Companion code for the FLAIRS-39 (2026) paper 'Isolating LLM Lexical Bias: A Curation-Free Triangulated Metric for Preference-Stage Learning' (Ming, Hernandez, & Juzek).

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