Comparison between "-Hyper" and "-Hyper, -Ling", we can find that linguistic attentions with each linguistic features does have significant improvement.
using LSTM to detect stance (LSTM) does not obtain a better performance compared to concatenating linguistic information directly ("-Hyper, -Ling").