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Chinese segmentation

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JD Cloud Developers
JD Cloud Developers
Dec 24, 2021 · Databases

Boost Address Keyword Search with PostgreSQL: GIN, pg_trgm, and pg_bigm

This article explains how PostgreSQL's native full‑text search, GIN indexes, and extensions like pg_trgm, pg_bigm, and pg_jieba can dramatically improve the speed and accuracy of Chinese address keyword searches, offering a cost‑effective alternative to external search engines.

Chinese segmentationGIN indexPostgreSQL
0 likes · 6 min read
Boost Address Keyword Search with PostgreSQL: GIN, pg_trgm, and pg_bigm
58 Tech
58 Tech
Feb 26, 2020 · Artificial Intelligence

Tag Mining and Optimization Practices Using Chinese Segmentation Tools

This article presents a comprehensive overview of tag mining practices—including similarity‑based, compound‑word, topic, hot‑search, and image‑based approaches—along with detailed evaluations of Chinese segmentation tools and systematic tag optimization techniques such as synonym and negative‑word detection.

Chinese segmentationHanLPNLP
0 likes · 15 min read
Tag Mining and Optimization Practices Using Chinese Segmentation Tools
58 Tech
58 Tech
Jan 22, 2019 · Artificial Intelligence

Chinese Word Segmentation: Challenges, Methods, and Practical Practices

The article explains why Chinese word segmentation is essential for NLP tasks, outlines its fundamental difficulties such as ambiguity and out‑of‑vocabulary words, reviews dictionary‑based, statistical, and CRF approaches, and shares practical experiences from 58 Search’s production system.

CRFChinese segmentationNLP
0 likes · 21 min read
Chinese Word Segmentation: Challenges, Methods, and Practical Practices