HintMiner, a tool for generating automatic question hints from Q&A web posts using language models, has been proposed. It uses self-supervised learning to train a neural encoder-decoder model, achieving an average BLEU score of 36.17% and ROUGE-2 score of 36.29% on 60,000 Stack Overflow questions.