Supervised, unsupervised, and knowledge-based approaches have been studied for WSD (Navigli, 2009).
vertices for sufficiently similar sentences (based on criteria discussed below) are connected by an edge whose weight is the cosine similarity between the respective context vectors, using the LSTM language model.