DA-southampton/Tech_Aarticle resource

Health v2 · maintenance only

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Adoption not part of the score

1757 stars · 324 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated Chinese-language reading list of technical articles on deep learning applied to search, recommendation, and NLP in industry, with author annotations for articles they have read. It aggregates engineering blog posts from companies like Meituan, Alibaba, JD, and iQiyi covering model deployment, query understanding, and ranking.

Use cases

• find industry articles on deep learning for search ranking
• learn how companies deploy ML models in production
• study query understanding and intent recognition techniques
• find reading material on recommendation systems
• learn about semantic retrieval and text matching like DSSM
• keep up with applied NLP engineering practices

When to choose

• you want a curated, annotated list of real-world search/recommendation/NLP engineering articles
• you read Chinese and want industry case studies on applied deep learning
• you are researching how production systems handle model serving and ranking

When to avoid

• you need runnable code or a software library
• you need English-language resources only
• you need actively maintained content (last updated 2021)

Facets

learning-resource · maturity maintenance

search-engine nlp machine-learning documentation machine-learning tutorials awesome-lists cross-platform curated-reading-list search-and-recommendation deep-learning-in-production chinese-content model-deployment query-understanding natural-language-processing search

Member repositories

For agents

markdown · JSON · MCP: product_card(name="DA-southampton/Tech_Aarticle")