It should be noted that CNNs and LSTMs are an order of magnitude slower than things like bag-of-words/fasttext unless you're using an expensive GPU, and the accuracy benefit if any may be marginal in practice.
Kaggle prioritizes chasing a metric, but real-world data science has more considerations.
Kaggle prioritizes chasing a metric, but real-world data science has more considerations.