Chinese Word Segmentation

Java Tech Enthusiast

Jul 8, 2024 · Databases

Fuzzy Company Name Matching Using MySQL Regular Expressions

The article describes a MySQL‑based fuzzy matching solution for preventing duplicate company entries in a business‑approval workflow, detailing preprocessing of Chinese company names, word segmentation with IKAnalyzer, RegExp pattern generation, and a custom SQL query that ranks results by keyword‑match ratio without using external search engines.

Chinese Word SegmentationMySQLcompany name validation

0 likes · 9 min read

Fuzzy Company Name Matching Using MySQL Regular Expressions

58 Tech

May 31, 2019 · Artificial Intelligence

Deep Learning Approaches for Chinese Word Segmentation: BiLSTM‑CRF and BERT

This article reviews modern deep‑learning methods for Chinese word segmentation, comparing traditional CRF‑based approaches with BiLSTM‑CRF and BERT models, describing their architectures, training procedures, experimental results, and practical considerations for deployment.

BERTBiLSTMCRF

0 likes · 17 min read

Deep Learning Approaches for Chinese Word Segmentation: BiLSTM‑CRF and BERT

Hulu Beijing

Feb 6, 2018 · Artificial Intelligence

Modeling Chinese Word Segmentation with Hidden Markov Models

This article explains how Hidden Markov Models can be used to model Chinese word segmentation, covering the underlying Markov process, model parameters, basic HMM problems, and both supervised and unsupervised training methods.

Chinese Word SegmentationHidden Markov ModelNatural Language Processing

0 likes · 8 min read

Modeling Chinese Word Segmentation with Hidden Markov Models