Sentence Ordering and Coherence Modeling using Recurrent Neural Networks
Table 2: Comparison against prior methods on the abstracts data.
['[EMPTY]', 'NIPS Abstracts Accuracy', 'NIPS Abstracts  [ITALIC] τ', 'AAN Abstracts Accuracy', 'AAN Abstracts  [ITALIC] τ', 'NSF Abstracts Accuracy', 'NSF Abstracts  [ITALIC] τ']
The window network performs strongly compared to the other baselines. Our model does better by a significant margin by exploiting global context, demonstrating that global context is important in this task.