Get started
Keyword

sentiment classification

Description: A natural language processing task that assigns text to sentiment categories, such as positive, negative, or neutral, based on expressed opinions.
Wikidata ID: wiki/Q2271421
OpenAlex ID: keywords/sentiment-classification
Thumbs up?
2002 · Bo Pang, Lillian Lee, et al. · 7,022
PDF
Sentiment Analysis and Opinion Mining
2012 · Bing Liu · Synthesis lectures on human language technologies · 3,753
Learning Word Vectors for Sentiment Analysis
2011 · Andrew L. Maas, Raymond E. Daly, et al. · 3,710
SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining
2010 · Stefano Baccianella, Andrea Esuli, et al. · Language Resources and Evaluation Conference (LREC) · 2,669
Thumbs up? Sentiment Classification using Machine Learning Techniques
2002 · Pang, Bo, Lee, Lillian, et al. · arXiv (Cornell University) · 2,429
PDF
Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification
2007 · John Blitzer, Mark Dredze, et al. · 2,019
Mining the peanut gallery
2003 · Kushal Dave, Steve Lawrence, et al. · International World Wide Web Conference (WWW) · 1,918
Sentiment Analysis and Opinion Mining
2012 · Bing Liu · Synthesis lectures on human language technologies · 1,890
A Structured Self-attentive Sentence Embedding
2017 · Lin, Zhouhan, Feng, Minwei, et al. · arXiv (Cornell University) · 1,743
PDF
Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach
2011 · Xavier Glorot, Antoine Bordes, et al. · 1,553
Determining the sentiment of opinions
2004 · Soo-Min Kim, Eduard Hovy · International Conference on Computational Linguistics · 1,499
PDF
A survey on opinion mining and sentiment analysis: Tasks, approaches and applications
2015 · Kumar Ravi, Vadlamani Ravi · Knowledge-Based Systems · 1,308
Bidirectional LSTM with attention mechanism and convolutional layer for text classification
2019 · Gang Liu, Jiabao Guo · Neurocomputing · 1,128
Joint sentiment/topic model for sentiment analysis
2009 · Chenghua Lin, Yulan He · 979
Wasserstein Distance Guided Representation Learning for Domain Adaptation
2018 · Jian Shen, Yanru Qu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 893
PDF
Deep Pyramid Convolutional Neural Networks for Text Categorization
2017 · Rie Johnson, Tong Zhang · Annual Meeting of the Association for Computational Linguistics (ACL) · 864
PDF
FinBERT : A Large Language Model for Extracting Information from Financial Text*
2022 · Allen H. Huang, Hui Wang, et al. · Contemporary Accounting Research · 792
PDF
Confident Learning: Estimating Uncertainty in Dataset Labels
2021 · Curtis Northcutt, Lu Jiang, et al. · Journal of Artificial Intelligence Research · 786
PDF
Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks
2019 · Chen Zhang, Qiuchi Li, et al. · 779
PDF
SENTIMENT CLASSIFICATION of MOVIE REVIEWS USING CONTEXTUAL VALENCE SHIFTERS
2006 · Alistair Kennedy, Diana Inkpen · Computational Intelligence · 752
Short text classification in twitter to improve information filtering
2010 · Bharath Sriram, Dave Fuhry, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 734
PDF
Enhanced Sentiment Learning Using Twitter Hashtags and Smileys
2010 · Dmitry Davidov, Oren Tsur, et al. · 702
A C-LSTM Neural Network for Text Classification
2015 · Zhou, Chunting, Sun, Chonglin, et al. · arXiv (Cornell University) · 666
PDF
Sentiment classification of online reviews to travel destinations by supervised machine learning approaches
2008 · Qiang Ye, Ziqiong Zhang, et al. · Expert Systems with Applications · 636
Deep Learning for Aspect-Based Sentiment Analysis: A Comparative Review
2018 · Hai Ha Do, PWC Prasad, et al. · Expert Systems with Applications · 614
Works count: 9,222
Citation count: 144,800
Year
Topic
Type