E
Erik Cambria
Researcher at Nanyang Technological University
Publications - 504
Citations - 38436
Erik Cambria is an academic researcher from Nanyang Technological University. The author has contributed to research in topics: Sentiment analysis & Computer science. The author has an hindex of 85, co-authored 410 publications receiving 25801 citations. Previous affiliations of Erik Cambria include Massachusetts Institute of Technology & University of Stirling.
Papers
More filters
Journal ArticleDOI
Recent Trends in Deep Learning Based Natural Language Processing [Review Article]
TL;DR: This paper reviews significant deep learning related models and methods that have been employed for numerous NLP tasks and provides a walk-through of their evolution.
Journal ArticleDOI
Affective Computing and Sentiment Analysis
TL;DR: The emerging fields of affective computing and sentiment analysis, which leverage human-computer interaction, information retrieval, and multimodal signal processing for distilling people's sentiments from the ever-growing amount of online social data.
Journal ArticleDOI
New Avenues in Opinion Mining and Sentiment Analysis
TL;DR: The history, current use, and future of opinion mining and sentiment analysis are discussed, along with relevant techniques and tools.
Journal ArticleDOI
A Survey on Knowledge Graphs: Representation, Acquisition and Applications
TL;DR: A comprehensive review of the knowledge graph covering overall research topics about: 1) knowledge graph representation learning; 2) knowledge acquisition and completion; 3) temporal knowledge graph; and 4) knowledge-aware applications and summarize recent breakthroughs and perspective directions to facilitate future research.
Posted Content
Recent Trends in Deep Learning Based Natural Language Processing
TL;DR: Deep learning methods employ multiple processing layers to learn hierarchical representations of data and have produced state-of-the-art results in many domains as mentioned in this paper, such as natural language processing (NLP).