NLP, Biomedical Engineering, Patents, Topic Modeling, Gensim.
process step by step. Preprocessing We preprocessed both title and abstract text : • removing the stop words • creation of bigrams using various models from scispacy (this ensures better results as scispacy pre-trained models are trained on biomedical datasets) • lemmatizing the data • tokenization