Interpretation of Semantic Tweet Representations

We provide the code for the auxiliary models used in all the experiments reported in the paper.

Syntactic Tasks

• length - Length Task
• content - Content Task
• word_order - Word Order Task
• slang_words - Slang Words Task
• hashtag - Hashtag Task
• ne - Named Entity Task
• capt_count - Capitalization Count Task
• info_capt - Informative Capitalization Task

Social Tasks

• count_mentions - Count Mention Task
• pos_mention - Position Mention Task
• is_reply - Is Reply Task
• reply_time - Reply Time Task
• word_repeat - Word Repetition Task