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README.md
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# 🧠 E&C Model Interactive Platform
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## Entrenchment & Conventionalization Visual Demonstration
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This HuggingFace Space provides an interactive visualization of **Hans-Jörg Schmid’s Entrenchment & Conventionalization (E&C) Model**.
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It allows users to explore how **individual cognitive processes (Entrenchment)** and **community-level linguistic diffusion (Conventionalization)** jointly shape language usage patterns.
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---
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# 🌟 Features
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### 🔹 1. Single-Expression Analysis
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Input any expression (e.g., *kind of*, *内卷*, *sort of*) and view:
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- Entrenchment curve (E)
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- Conventionalization curve (C)
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- Frequency-driven curve shapes
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- Linguistic explanations
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- Automated summary based on E&C theory
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---
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### 🔹 2. Two-Expression Comparison
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Compare two expressions (e.g., *kind of* vs *sort of*):
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- Entrenchment curves overlay
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- Conventionalization curves overlay
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- Heatmap showing E-curve differences
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- Automatic expert interpretation:
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- Cognitive automation differences
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- Community adoption differences
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- Frequency-based explanations
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---
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### 🔹 3. Visualizations Included
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- Sigmoid-based Entrenchment model
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- Logistic-based Conventionalization model
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- Normalized heatmaps for differential processing
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- Styled card-based UI with gradient background
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> 📌 Note: The platform uses **mock frequencies** internally to ensure stable execution on HuggingFace.
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A real-corpus version (Wikipedia, BookCorpus, OSCAR, etc.) is available upon request.
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# 📸 Screenshot (示意图占位符)
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> *You can upload your Space screenshot here later.*
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