Troubleshooting with Neural Networks Nowadays, computer users share their knowledge in online discussion forums and websites. For example, a user asks a technical question and other users may reply if they know a solution. Not all of these solutions are efficient in terms of required time, expertise, and effort. So, in what order should the user try these solutions out? We propose a deep learning model to arrange a bag of solutions of a technical problem based on complexity. We evaluate our model on the solution ordering task - ordering a set of solutions of a specific problem. Experimental results show that our model works on par with the state-of-the-art model (Louis and Lapata, TACL 2015).