ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis

Energy choices in Alaska: Mining people's perception and attitudes from geotagged tweets

(2020) Moloud Abdar et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A novel method for sentiment classification of drug reviews using fusion of deep and machine learning techniques

(2020) Mohammad Ehsan Basiri et al.   KNOWLEDGE-BASED SYSTEMS

Attention-based long short-term memory network using sentiment lexicon embedding for aspect-level sentiment analysis in Korean

(2019) Minchae Song et al.   INFORMATION PROCESSING & MANAGEMENT

Bidirectional LSTM with attention mechanism and convolutional layer for text classification

(2019) Gang Liu et al.   NEUROCOMPUTING

An ensemble method with sentiment features and clustering support

(2019) Huy Tien Nguyen et al.   NEUROCOMPUTING

Recent trends in deep learning based personality detection

(2019) Yash Mehta et al.   ARTIFICIAL INTELLIGENCE REVIEW

A domain transferable lexicon set for Twitter sentiment analysis using a supervised machine learning approach

(2018) M. Ghiassi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Recent Trends in Deep Learning Based Natural Language Processing [Review Article]

(2018) Tom Young et al.   IEEE Computational Intelligence Magazine

Bayesian network based extreme learning machine for subjectivity detection

(2018) Iti Chaturvedi et al.   JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

Towards Twitter sentiment classification by multi-level sentiment-enriched word embeddings

(2018) Shufeng Xiong et al.   NEUROCOMPUTING

Semi-supervised learning for big social data analysis

(2018) Amir Hussain et al.   NEUROCOMPUTING

Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis

(2018) Yukun Ma et al.   Cognitive Computation

Ensemble of machine learning algorithms using the stacked generalization approach to estimate the warfarin dose

(2018) Zhiyuan Ma et al.   PLoS One

Intelligent Asset Allocation via Market Sentiment Views

(2018) Frank Z. Xing et al.   IEEE Computational Intelligence Magazine

A tale of two epidemics: Contextual Word2Vec for classifying twitter streams during outbreaks

(2018) Aparup Khatua et al.   INFORMATION PROCESSING & MANAGEMENT

Sentiment analysis based on improved pre-trained word embeddings

(2018) Seyed Mahdi Rezaeinia et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Neural Word Embeddings Approach for Multi-Domain Sentiment Analysis

(2017) Mauro Dragoni et al.   IEEE Transactions on Affective Computing

Inferring Affective Meanings of Words from Word Embedding

(2017) Minglei Li et al.   IEEE Transactions on Affective Computing

Learning User and Product Distributed Representations Using a Sequence Model for Sentiment Analysis

(2016) Tao Chen et al.   IEEE Computational Intelligence Magazine

How to Generate a Good Word Embedding

(2016) Siwei Lai et al.   IEEE INTELLIGENT SYSTEMS

Sentiment Embeddings with Applications to Sentiment Analysis

(2016) Duyu Tang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Learning word dependencies in text by means of a deep recurrent belief network

(2016) Iti Chaturvedi et al.   KNOWLEDGE-BASED SYSTEMS

Guest Editorial: Big Social Data Analysis

(2014) Erik Cambria et al.   KNOWLEDGE-BASED SYSTEMS

Word Polarity Disambiguation Using Bayesian Model and Opinion-Level Features

(2014) Yunqing Xia et al.   Cognitive Computation

Feature selection for sentiment analysis based on content and syntax models

(2012) Adnan Duric et al.   DECISION SUPPORT SYSTEMS

Document-level sentiment classification: An empirical comparison between SVM and ANN

(2012) Rodrigo Moraes et al.   EXPERT SYSTEMS WITH APPLICATIONS

Selecting Attributes for Sentiment Classification Using Feature Relation Networks

(2010) Ahmed Abbasi et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING