Patent Classification Using BERT-for-Patents on USPTO.
Renukswamy ChikkamathVishvapalsinhji Ramsinh ParmarYasser OtiefyMarkus EndresPublished in: MLNLP (2022)
Keyphrases
- intellectual property
- pattern recognition
- prior art
- classification accuracy
- information retrieval
- machine learning
- decision trees
- support vector
- image classification
- classification systems
- automatic classification
- unsupervised learning
- support vector machine svm
- model selection
- patent documents
- pattern classification
- classification scheme
- object classification
- feature set
- data sets
- learning algorithm
- feature extraction
- training set
- classification method
- classification algorithm
- supervised learning
- class labels
- benchmark datasets
- machine learning methods
- classification rules
- feature vectors
- machine learning algorithms
- feature space
- preprocessing
- feature selection
- training samples
- text classification