Bidirectional convolutional recurrent neural network architecture with group-wise enhancement mechanism for text sentiment classification

An Assessment of Deep Learning Models and Word Embeddings for Toxicity Detection within Online Textual Comments

(2021) Danilo Dessì et al.   Electronics

A comprehensive analysis of adverb types for mining user sentiments on amazon product reviews

(2020) Ummara Ahmed Chauhan et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

A survey of the recent architectures of deep convolutional neural networks

(2020) Asifullah Khan et al.   ARTIFICIAL INTELLIGENCE REVIEW

Attention-based sentiment analysis using convolutional and recurrent neural network

(2020) Mohd Usama et al.   Future Generation Computer Systems-The International Journal of eScience

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

(2020) Mohammad Ehsan Basiri et al.   Future Generation Computer Systems-The International Journal of eScience

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

Recent trends in deep learning based personality detection

(2019) Yash Mehta et al.   ARTIFICIAL INTELLIGENCE REVIEW

TDAM: A topic-dependent attention model for sentiment analysis

(2019) Gabriele Pergola et al.   INFORMATION PROCESSING & MANAGEMENT

An attention-gated convolutional neural network for sentence classification

(2019) Yang Liu et al.   Intelligent Data Analysis

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

LSTM with sentence representations for document-level sentiment classification

(2018) Guozheng Rao et al.   NEUROCOMPUTING

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

(2018) Yukun Ma et al.   Cognitive Computation

Automatic Generation of News Comments Based on Gated Attention Neural Networks

(2018) Hai-Tao Zheng et al.   IEEE Access

Words Are Important

(2018) Mohammad Ehsan Basiri et al.   ACM Transactions on Asian and Low-Resource Language Information Processing

Sentiment analysis based on improved pre-trained word embeddings

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

Long short-term memory neural network for air pollutant concentration predictions: Method development and evaluation

(2017) Xiang Li et al.   ENVIRONMENTAL POLLUTION

A hybrid ensemble pruning approach based on consensus clustering and multi-objective evolutionary algorithm for sentiment classification

(2017) Aytuğ Onan et al.   INFORMATION PROCESSING & MANAGEMENT

A multiobjective weighted voting ensemble classifier based on differential evolution algorithm for text sentiment classification

(2016) Aytuğ Onan et al.   EXPERT SYSTEMS WITH APPLICATIONS

How to Generate a Good Word Embedding

(2016) Siwei Lai et al.   IEEE INTELLIGENT SYSTEMS

A feature selection model based on genetic rank aggregation for text sentiment classification

(2016) Aytuğ Onan et al.   JOURNAL OF INFORMATION SCIENCE

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

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

POS-RS: A Random Subspace method for sentiment classification based on part-of-speech analysis

(2015) Gang Wang et al.   INFORMATION PROCESSING & MANAGEMENT

A two-stage Markov blanket based feature selection algorithm for text classification

(2015) Kashif Javed et al.   NEUROCOMPUTING

Sentiment analysis: Bayesian Ensemble Learning

(2014) E. Fersini et al.   DECISION SUPPORT SYSTEMS

Sentiment classification: The contribution of ensemble learning

(2013) Gang Wang et al.   DECISION SUPPORT SYSTEMS

Feature selection for sentiment analysis based on content and syntax models

(2012) Adnan Duric et al.   DECISION SUPPORT SYSTEMS

Selecting Attributes for Sentiment Classification Using Feature Relation Networks

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

Ensemble of feature sets and classification algorithms for sentiment classification

(2010) Rui Xia et al.   INFORMATION SCIENCES

Sentiment analysis: A combined approach

(2009) Rudy Prabowo et al.   Journal of Informetrics