Concept-LDA: Incorporating Babelfy into LDA for aspect extraction

Enriched LDA (ELDA): Combination of latent Dirichlet allocation with word co-occurrence analysis for aspect extraction

(2017) Mohammadreza Shams et al.   EXPERT SYSTEMS WITH APPLICATIONS

Joint multi-grain topic sentiment: modeling semantic aspects for online reviews

(2016) Md. Hijbul Alam et al.   INFORMATION SCIENCES

Aspect extraction for opinion mining with a deep convolutional neural network

(2016) Soujanya Poria et al.   KNOWLEDGE-BASED SYSTEMS

Improving aspect extraction by augmenting a frequency-based method with web-based similarity measures

(2015) Shi Li et al.   INFORMATION PROCESSING & MANAGEMENT

Discovering aspects of online consumer reviews

(2015) Kaheer Suleman et al.   JOURNAL OF INFORMATION SCIENCE

ADM-LDA: An aspect detection model based on topic modelling using the structure of review sentences

(2014) Ayoub Bagheri et al.   JOURNAL OF INFORMATION SCIENCE

Incorporating appraisal expression patterns into topic modeling for aspect and sentiment word identification

(2014) Xiaolin Zheng et al.   KNOWLEDGE-BASED SYSTEMS

Product aspect extraction supervised with online domain knowledge

(2014) Tao Wang et al.   KNOWLEDGE-BASED SYSTEMS

BabelNet: The automatic construction, evaluation and application of a wide-coverage multilingual semantic network

(2012) Roberto Navigli et al.   ARTIFICIAL INTELLIGENCE

Probabilistic topic models

(2012) David M. Blei   COMMUNICATIONS OF THE ACM

Learning a concept-based document similarity measure

(2012) Lan Huang et al.   JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY

Multi-aspect sentiment analysis for Chinese online social reviews based on topic modeling and HowNet lexicon

(2012) Fu Xianghua et al.   KNOWLEDGE-BASED SYSTEMS

Investigating task performance of probabilistic topic models: an empirical study of PLSA and LDA

(2010) Yue Lu et al.   Information Retrieval Journal