3 papers
cs.CL2019
Nested Variational Autoencoder for Topic Modeling on Microtexts with Word Vectors
Trung Trinh, Tho Quan, Trung Mai
Most of the information on the Internet is represented in the form of microtexts, which are short text snippets such as news headlines or tweets. These sources of information are a…
cs.CL2019
Combination of Domain Knowledge and Deep Learning for Sentiment Analysis of Short and Informal Messages on Social Media
Khuong Vo, Tri Nguyen, Dang Pham +4
Sentiment analysis has been emerging recently as one of the major natural language processing (NLP) tasks in many applications. Especially, as social media channels (e.g. social ne…
cs.CL2018
Combination of Domain Knowledge and Deep Learning for Sentiment Analysis
Khuong Vo, Dang Pham, Mao Nguyen +2
The emerging technique of deep learning has been widely applied in many different areas. However, when adopted in a certain specific domain, this technique should be combined with…