Search Results for author: Ronghuo Zheng

Found 4 papers, 0 papers with code

Event Outcome Prediction using Sentiment Analysis and Crowd Wisdom in Microblog Feeds

no code implementations11 Dec 2019 Rahul Radhakrishnan Iyer, Ronghuo Zheng, Yuezhang Li, Katia Sycara

In this work, we investigate whether crowd wisdom is useful in predicting such outcomes and whether their opinions are influenced by the experts in the field.

Classification General Classification +3

Communication-Free Parallel Supervised Topic Models

no code implementations10 Aug 2017 Lee Gao, Ronghuo Zheng

Embarrassingly (communication-free) parallel Markov chain Monte Carlo (MCMC) methods are commonly used in learning graphical models.

Topic Models

Joint Embedding of Hierarchical Categories and Entities for Concept Categorization and Dataless Classification

no code implementations COLING 2016 Yuezhang Li, Ronghuo Zheng, Tian Tian, Zhiting Hu, Rahul Iyer, Katia Sycara

Due to the lack of structured knowledge applied in learning distributed representation of cate- gories, existing work cannot incorporate category hierarchies into entity information.

General Classification

Joint Embeddings of Hierarchical Categories and Entities

no code implementations12 May 2016 Yuezhang Li, Ronghuo Zheng, Tian Tian, Zhiting Hu, Rahul Iyer, Katia Sycara

Due to the lack of structured knowledge applied in learning distributed representation of categories, existing work cannot incorporate category hierarchies into entity information.~We propose a framework that embeds entities and categories into a semantic space by integrating structured knowledge and taxonomy hierarchy from large knowledge bases.

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