No need to start from scratch
PQAI provides a range of software tools and models for storing, retrieving, searching, encoding, and classifying patent data. Use them to quickly set up a research environment. This way, your focus stays on the problem you are solving and not on getting the prerequisites ready. PQAI also has US patent data in JSON format, which you can download or pull through an API.
Put your research in production
Have a great AI model, a dataset, or a software tool as the outcome of your research? Want to make it available for everyone to use? Align and contribute it to PQAI so that thousands of users can use it in real life.
Benchmarking datasets & models
Use the classification and ranking datasets that we have put together to train and benchmark your AI models. PQAI also provides models trained using the same datasets. Use them as a baseline to evaluate the performance of your techniques. If you have created datasets that you think other researchers could use, consider contributing them.
A range of research topics
Looking to do a thesis on a challenging problem in NLP? We have some well-defined problems in the domain of patent data mining. Take a look and see if one of them interests you. The PQAI ecosystem and developer community are there to support you.