Multi label classification of Artificial Intelligence related patents using Modified D2SBERT and Sentence Attention mechanism

Understand

Patent classification is an essential task in patent information management and patent knowledge mining.

• It is very important to classify patents related to artificial intelligence, which is the biggest topic these days.
• However, artificial intelligence-related patents are very difficult to classify because it is a mixture of complex technologies and legal terms.
• Moreover, due to the unsatisfactory performance of current algorithms, it is still mostly done manually, wasting a lot of time and money.