TOOLS Mallet/topic Roya Hosseini NLTK/stem Guanhua Chen FudanNLP Zhipeng Luo Alignment (a) Seyedsalim Malakouti Weka Diyang Xue APPLICATION Generation Chris Thomas E-Rater Wangyang Wu Twitter/Chinese Junhui Chen Twitter/Chinese Lanfei Shi Google IE Sisi Lu QA Pengfei Li Opinion Mining Mohammadhassan Falak Masi Google Zahra Rahimi MT/ Chinese Senhua Chang Google Translate Jin Yan Duolingo Tim Parenti Curriculm Nils Murrugarra LLerena SPEECH Speech/Czech Jaromir Savelk Rosetta Stone ASR (b) Seyedsalim Malakouti Windows ASR Joseph Knittel Voxpixl Xun Xu CleverBot Sean Myers Spoken Dialogue Mao-Le Lin Siri Zhu Wang