# huyingxi/synonyms

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5,107 stars · 888 forks · Python · NOASSERTION

## Links

- GitHub: https://github.com/huyingxi/Synonyms
- Homepage: https://bot.chatopera.com/
- awesome-repositories: https://awesome-repositories.com/repository/huyingxi-synonyms.md

## Description

Synonyms is a Chinese natural language processing tool focused on semantic analysis. It provides capabilities for Chinese word segmentation, part-of-speech tagging, and the retrieval of synonyms based on semantic proximity.

The project converts words and sentences into numerical vector representations to calculate similarity scores. This allows for the determination of semantic proximity between different phrases and the identification of chatbot intent through sentence comparison.

The system also includes tools for automated keyword extraction and importance ranking to identify significant terms within a text. Users can manage specific word segmentation dictionaries and model files through environment-driven configuration.

## Tags

### Artificial Intelligence & ML

- [Chinese Natural Language Processing](https://awesome-repositories.com/f/artificial-intelligence-ml/chinese-natural-language-processing.md) — Provides a comprehensive toolset for the computational linguistic analysis of Chinese text.
- [Text Vectorizations](https://awesome-repositories.com/f/artificial-intelligence-ml/natural-language-processing/text-vectorizations.md) — Converts Chinese words and full sentences into numerical vector representations for similarity analysis. ([source](https://cdn.jsdelivr.net/gh/huyingxi/synonyms@main/README.md))
- [Semantic Analysis](https://awesome-repositories.com/f/artificial-intelligence-ml/natural-language-processing/word-embeddings/chinese/semantic-analysis.md) — Finds synonyms and calculates semantic proximity between different Chinese phrases.
- [Semantic Similarity Calculation](https://awesome-repositories.com/f/artificial-intelligence-ml/semantic-analysis-tools/semantic-similarity-calculation.md) — Calculates similarity scores between words or sentences by measuring distance in a high-dimensional vector space.
- [Lexicon-Based Word Segmentation](https://awesome-repositories.com/f/artificial-intelligence-ml/sequence-modeling/character-level-models/character-based-segmentation/lexicon-based-word-segmentation.md) — Implements lexicon-based word segmentation to identify boundaries in continuous Chinese text.
- [Intent Recognition](https://awesome-repositories.com/f/artificial-intelligence-ml/agent-architectures/user-intent-modeling/intent-recognition.md) — Uses sentence similarity and vector comparison to determine the intent of chatbot user queries.
- [Keyword and Phrase Extraction](https://awesome-repositories.com/f/artificial-intelligence-ml/information-extraction/keyword-and-phrase-extraction.md) — Identifies the most important words and phrases in a text to categorize data or summarize content.

### Data & Databases

- [Semantic Vectorizations](https://awesome-repositories.com/f/data-databases/data-serialization-formats/binary-serialization-protocols/length-delimited-encodings/fixed-length-vector-encodings/semantic-vectorizations.md) — Transforms words and sentences into numerical vector representations for mathematical similarity calculations.
- [Synonym Retrieval](https://awesome-repositories.com/f/data-databases/synonym-retrieval.md) — Retrieves a list of similar words and their proximity scores for a specific search term. ([source](https://cdn.jsdelivr.net/gh/huyingxi/synonyms@main/README.md))
- [Chinese Language Segmenters](https://awesome-repositories.com/f/data-databases/text-processing-utilities/text-extraction/text-segmentation/chinese-language-segmenters.md) — Splits Chinese sentences into individual words and assigns part-of-speech tags. ([source](https://cdn.jsdelivr.net/gh/huyingxi/synonyms@main/README.md))
- [Chinese POS Tagging](https://awesome-repositories.com/f/data-databases/text-processing-utilities/text-extraction/text-segmentation/chinese-pos-tagging.md) — Assigns grammatical categories to Chinese words to refine keyword extraction and synonym search.

### Part of an Awesome List

- [Keyword Extraction](https://awesome-repositories.com/f/awesome-lists/ai/keyword-extraction.md) — Extracts significant terms from text by calculating weights based on frequency and linguistic importance.
- [Corpus and Datasets](https://awesome-repositories.com/f/awesome-lists/data/corpus-and-datasets.md) — Chinese synonym library based on Wikipedia and word2vec.
- [Lexical Analysis Tools](https://awesome-repositories.com/f/awesome-lists/devtools/lexical-analysis-tools.md) — Toolkit for finding Chinese synonyms.