yongzhuo/nlp_xiaojiang
自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用 observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2703
- days_rel: n/a
- days_push: 1805
- n_releases_24m: 0
Adoption not part of the score
1534 stars · 391 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A Chinese natural language processing toolkit covering retrieval-based chatbots, text classification, NER (BERT+BiLSTM+CRF), sentence embeddings with BERT/XLNet, and text data augmentation. It also provides text similarity feature engineering and a Keras-based HTTP service interface.
Use cases
- augment chinese text data with back-translation and eda
- build a retrieval-based chinese chatbot
- compute sentence similarity with bert embeddings
- classify chinese short texts with bert and lstm
- extract named entities from chinese text
- generate synonym sentences for training data
- extract feature vectors from text with xlnet
When to choose
- you need a collection of chinese nlp recipes (augmentation, similarity, ner, classification) in one place
- you want keras/tensorflow implementations of bert-based chinese models
- you need a simple retrieval chatbot over a QA corpus
When to avoid
- you need actively maintained code or recent transformer support
- you need production-grade performance or pytorch-based tooling
- you work with non-chinese languages
Facets
library · maturity maintenance
nlp machine-learning chatbot data-generation search-engine machine-learning chatbots localization python cross-platform chinese-nlp text-similarity bert xlnet sentence-embedding text-classification named-entity-recognition keras retrieval-chatbot text-augmentation natural-language-processing
3 sources
- readme: https://github.com/yongzhuo/nlp_xiaojiang · fetched 2026-08-28 · 33d6d06e344a
- homepage: https://blog.csdn.net/rensihui · fetched 2026-08-29 · 4c771860b30f
- registry_pypi: https://pypi.org/pypi/nlp_xiaojiang/json · fetched 2026-08-29 · 84fa998c2c37
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| yongzhuo/nlp_xiaojiang | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="yongzhuo/nlp_xiaojiang")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem