3,211 research outputs found
Meta-path Augmented Response Generation
We propose a chatbot, namely Mocha to make good use of relevant entities when
generating responses. Augmented with meta-path information, Mocha is able to
mention proper entities following the conversation flow.Comment: AAAI 201
Component-Enhanced Chinese Character Embeddings
Distributed word representations are very useful for capturing semantic
information and have been successfully applied in a variety of NLP tasks,
especially on English. In this work, we innovatively develop two
component-enhanced Chinese character embedding models and their bigram
extensions. Distinguished from English word embeddings, our models explore the
compositions of Chinese characters, which often serve as semantic indictors
inherently. The evaluations on both word similarity and text classification
demonstrate the effectiveness of our models.Comment: 6 pages, 2 figures, conference, EMNLP 201
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