Text Coherence Analysis Based on Deep Neural Network
Table 2. Survey of the results with average accuracy in two corpora on the Sentence Ordering task.
['[BOLD] Model', '[BOLD] Accident', '[BOLD] Earthquake', '[BOLD] Average']
The experimental results are averaged with 10 random initializations. As we see, DCM achieves a much stronger performance than all the existing methods by a large margin, showing a significant improvement of about 5.3% gain on average for the accident and earthquake corpora.