2 This assumption enables us to use a sentence-ordered corpus for selecting both positive and negative training instances required for learning NWS scores.
the model is trained using the two adjacent sentences to S i -{i − 1, i + 1} as positive examples, and K=2 negative examples not in {i − 1, i + 1}.