像很多互联网时代的产物一样,Emoji 从开始被大众使用到现在铺天盖地只用了不到十年的时间。在这段时间里,Emoji 改变了我们交流的方式,重新定义了网络书写语言的规则。表情符号并不简简单单的表示感情,而是微妙的影响着语义和交互的体验。只有当我们真正理解了 Emoji 和语言的交互,才能打造能够自然使用 Emoji 的聊天机器人,atv,才能让真正让人工智能理解数字时代的我们。 参考文献 Davidov, D., Tsur,O., & Rappoport, A. (2010, August). Enhanced sentiment learning usingtwitter hashtags and smileys. In Proceedingsof the 23rd international conference on computational linguistics: posters (pp. 241-249). Association forComputational Linguistics. Ganster, T., Eimler,S. C., & Krämer, N. C. (2012). Same same but different!? The differentialinfluence of smilies and emoticons on person perception. Cyberpsychology, Behavior, andSocial Networking, 15(4),226-230. Kralj Novak, P.,Smailovi?, J., Sluban, B., Mozeti?, I., Liu, B., Liu, B., … Good, I. (2015).Sentiment of Emojis. PLOS ONE, 10(12), e0144296. https://doi.org/10.1371/journal.pone.0144296 Tian, Y., Galery,T., Dulcinati, G., Molimpakis, E., & Sun, C. (2017). Facebook emotions:Reactions and Emojis. In Proceedings of the EACL 2017 Workshop on NaturalLanguage Processing for Social Media (SocialNLP). Zhao, J., Dong, L., Wu, J., & Xu, K.(2012). MoodLens: An Emoticon-Based Sentiment Analysis System for ChineseTweets. Proceedings of the 18th ACM SIGKDD International Conference onKnowledge Discovery and Data Mining - KDD ’12, 1528–1531. https://doi.org/10.1145/2339530.2339772 关于PaperWeekly PaperWeekly 是一个分享知识和交流学问的学术组织,关注的领域是 NLP 的各个方向。如果你也经常读 paper,喜欢分享知识,喜欢和大家一起讨论和学习的话,请速速来加入我们吧。 (责任编辑:本港台直播) |