A Classification Method for Chinese Word Semantic Relations Based on TF-IDF and CNN.
Teng MaoYuanyuan PengYuru JiangYangsen ZhangPublished in: CLSW (2018)
Keyphrases
- classification method
- tf idf
- semantic relations
- word pairs
- term frequency
- co occurrence
- text categorization
- text classification
- wordnet
- text documents
- weighting scheme
- information retrieval
- vector space model
- document clustering
- knn
- k nearest neighbor
- natural language processing
- support vector machine svm
- retrieval model
- cosine similarity
- support vector machine
- classification algorithm
- ranking algorithm
- databases
- n gram
- text summarization
- information extraction
- knowledge sources
- text mining
- semantic similarity
- nearest neighbor
- keywords
- neural network
- text retrieval
- information retrieval systems
- knowledge base