Keywords: 关系挖掘
关键词: synonym/synonymous/aliase (同义词), antonym (反义词), hypernym/hyperonym/hypernymy (上位词), hyponym/hyponymy (下位词)
synonym/hypernym/hypernym-hyponym extraction (抽取)/detection (检测)/discovery (发现)/identification (识别)/generation (生成)因为上位和下位关系是可以通过调整顺序互换的, 文献中一般使用 hypernym. (A practical reason to prefer hyperonym is that hypernym is in its spoken form hard to distinguish from hyponym in most dialects of English.)
- smallwat3r/synonym: CLI tool to find synonyms in 15 different languages.
- tigerchen52/synonym_detection: Mining synonyms from unstructured and semi-structured data
基于语义共现网络的节点相似度
- The Power of WordNet and How to Use It in Python - XRDSXRDS
利用 WordNet 查找 Synonym/Hypernym/Hyponym 的方法
- How to Build a Smart Synonyms Model | by Patrick O'Neill | Kensho Blog
kdwd_aliases_and_disambiguation | Kaggle
Introducing the Kensho Derived Wikimedia Dataset | by Gabriel Altay | Kensho Blog - Rawan N. Al-Matham and Hend S. Al-Khalifa. "SynoExtractor: A Novel Pipeline for Arabic Synonym Extraction Using Word2Vec Word Embeddings" Complexity(2021): n. pag.
- Prathyusha Senthil Kumar et al. "Mickey Mouse is not a Phrase: Improving Relevance in E-Commerce with Multiword Expressions" Proceedings of the 10th Workshop on Multiword Expressions (MWE)(2014): n. pag.
- Atzori M, Balloccu S. Fully-unsupervised embeddings-based hypernym discovery[J]. Information, 2020, 11(5): 268.
相关工作介绍比较详细;