Classify the kind of content hosted by the domain using the domain name, and text and screenshot of the homepage.
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Updated
Dec 20, 2025 - Jupyter Notebook
Classify the kind of content hosted by the domain using the domain name, and text and screenshot of the homepage.
Domain-adversarial neural network for emotion recognition based on facial expressions task. The 2 domains are “Women” and “Men” and the domain-adaptation challenge is training the network on one sex and applying it on the other.
Open-source ML classifier for gambling domain detection. TFLite, Python, TensorFlow.
Production NestJS domain classifier (99.98% accuracy) Hybrid ML: Whitelist + Regex Heuristics + OpenRouter LLM fallback 918 domains → 700/sec → $0 cost → 100% TypeScript
An alternative, crawler-like browser that looks beneath the surface of the semantic web.
Hybrid SBERT–LLM domain classification system using semantic retrieval and Qwen2.5 reranking to identify the top business domains from natural language queries.
Multi-task NLP system (shared XLM-RoBERTa encoder) for joint technology NER and multi-label domain classification from bilingual project descriptions. Trained end-to-end, deployed via ONNX + FastAPI.
IAB Content Taxonomy classification via LLM knowledge distillation -- TF-IDF + LinearSVC achieves 91.6% top-1 on 27 categories using LLM-corrected labels and keywords
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