Definition: In this task, you are given a part of an article. Your task is to generate headline (title) for this text. Preferred headlines are under fifteen words.
Input: This paper presents results of our experiments using the Ubuntu Dialog Corpus –<lb>the largest publicly available multi-turn dialog corpus. First, we use an in-house<lb>implementation of previously reported models to do an independent evaluation<lb>using the same data. Second, we evaluate the performances of various LSTMs,<lb>Bi-LSTMs and CNNs on the dataset. Third, we create an ensemble by averaging<lb>predictions of multiple models. The ensemble further improves the performance<lb>and it achieves a state-of-the-art result for this dataset. Finally, we discuss our<lb>future plans using this corpus.

Improved Deep Learning Baselines for Ubuntu Corpus Dialogs