Signaling sarcasm: From hyperbole to hashtag

作者:

Highlights:

• The use of hashtags such as #sarcasm reduces the further use of linguistic markers of sarcasm in tweets.

• Hashtags such as #sarcasm appear to be the extralinguistic equivalent of non-verbal expressions in live interaction.

• Sarcastic hashtags are 90% appropriate.

• Sarcastic tweets without hashtags are hard to distinguish from non-sarcastic hyperbolic tweets.

• In French tweets, the hashtag #sarcasme conveys a polarity switch less frequently than in Dutch.

摘要

•The use of hashtags such as #sarcasm reduces the further use of linguistic markers of sarcasm in tweets.•Hashtags such as #sarcasm appear to be the extralinguistic equivalent of non-verbal expressions in live interaction.•Sarcastic hashtags are 90% appropriate.•Sarcastic tweets without hashtags are hard to distinguish from non-sarcastic hyperbolic tweets.•In French tweets, the hashtag #sarcasme conveys a polarity switch less frequently than in Dutch.

论文关键词:Social media,Automatic sentiment analysis,Opinion mining,Sarcasm,Verbal irony

论文评审过程:Received 15 August 2013, Revised 6 March 2014, Accepted 24 July 2014, Available online 28 August 2014, Version of Record 6 June 2015.

论文官网地址:https://doi.org/10.1016/j.ipm.2014.07.006