Bidirectional LSTM with self-attention mechanism and multi-channel features for sentiment classification

W Li, F Qi, M Tang, Z Yu - Neurocomputing, 2020 - Elsevier
There are a lot of linguistic knowledge and sentiment resources nowadays, but in the current
research with deep learning framework, these kinds of unique sentiment information are not …

Sentiment analysis: A literature survey

S Mukherjee, P Bhattacharyya - arxiv preprint arxiv:1304.4520, 2013 - arxiv.org
Our day-to-day life has always been influenced by what people think. Ideas and opinions of
others have always affected our own opinions. The explosion of Web 2.0 has led to …

[PDF][PDF] Applications and challenges for sentiment analysis: A survey

MS Vohra, J Teraiya - International journal of engineering research …, 2013 - academia.edu
With rapid development of Web 2.0 applications such as microbloging, social networks, e-
commerce sites, news portals and web-forums reviews, comments, recommendations …

[PDF][PDF] Sentiment analysis in twitter with lightweight discourse analysis

S Mukherjee, P Bhattacharyya - Proceedings of COLING 2012, 2012 - aclanthology.org
We propose a lightweight method for using discourse relations for polarity detection of
tweets. This method is targeted towards the web-based applications that deal with noisy …

[PDF][PDF] Feature selection and classification approach for sentiment analysis

G Tripathi, S Naganna - Machine Learning and Applications: An …, 2015 - researchgate.net
Sentiment analysis and Opinion mining has emerged as a popular and efficient technique
for information retrieval and web data analysis. The exponential growth of the user …

Opinion mining and summarization of hotel reviews

VB Raut, DD Londhe - 2014 International Conference on …, 2014 - ieeexplore.ieee.org
Everyday many users purchases product, book travel tickets, buy goods and services
through web. Users also share their views about product, hotel, news, and topic on web in …

Summarizing online movie reviews: a machine learning approach to big data analytics

A Khan, MA Gul, MI Uddin, SA Ali Shah… - Scientific …, 2020 - Wiley Online Library
Information is exploding on the web at exponential pace, and online movie review over the
web is a substantial source of information for online users. However, users write millions of …

Key issues in conducting sentiment analysis on Arabic social media text

S Ahmed, M Pasquier, G Qadah - 2013 9th International …, 2013 - ieeexplore.ieee.org
The problem of extracting sentiments from text is a very complex task, in particular due to the
significant amount of Natural Language Processing (NLP) required. This task becomes even …

TwiSent: a multistage system for analyzing sentiment in twitter

S Mukherjee, A Malu, B Ar… - Proceedings of the 21st …, 2012 - dl.acm.org
In this paper, we present TwiSent, a sentiment analysis system for Twitter. Based on the
topic searched, TwiSent collects tweets pertaining to it and categorizes them into the …

Social sentiment sensor: a visualization system for topic detection and topic sentiment analysis on microblog

Y Zhao, B Qin, T Liu, D Tang - Multimedia Tools and Applications, 2016 - Springer
As a new form of social media, microblogging provides platform sharing, wherein users can
share their feelings and ideas on certain topics. Bursty topics from microblogs are the results …