Although, the IAC v2 and Reddit corpora are annotated differently (using crowdsourcing vs. self-labeled, respectively), the labels are for the posts and not for specific sentences.
for longer posts, often the LSTM models perform poorly because the sarcastic cue is buried under the remaining non-sarcastic parts of the post.