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Keyword

news classification

Description: A text analysis task that assigns news articles to categories based on their content or other features.
OpenAlex ID: keywords/news-classification
Deep Learning--based Text Classification
2021 · Shervin Minaee, Nal Kalchbrenner, et al. · ACM Computing Surveys · 1,540
Making News by Doing Work: Routinizing the Unexpected
1973 · Gaye Tuchman · American Journal of Sociology · 811
Visual Information Retrieval
2012 · Omar Alonso A, Marko Grobelnik, et al. · SpringerReference · 738
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
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The impact of preprocessing on text classification
2013 · Alper Kursat Uysal, Serkan Gunal · Information Processing & Management · 658
Fake News or Truth? Using Satirical Cues to Detect Potentially Misleading News
2016 · Victoria Rubin, Niall Conroy, et al. · 596
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A Comparative Analysis of Logistic Regression, Random Forest and KNN Models for the Text Classification
2020 · Kanish Shah, Henil Patel, et al. · Augmented Human Research · 578
User Modeling for Adaptive News Access
2000 · Daniel Billsus, Michael J. Pazzani · User Modeling and User-Adapted Interaction · 488
Deep Learning Based Text Classification: A Comprehensive Review
2020 · Minaee, Shervin, Kalchbrenner, Nal, et al. · arXiv (Cornell University) · 385
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In-memory hyperdimensional computing
2020 · Geethan Karunaratne, Manuel Le Gallo, et al. · Nature Electronics · 289
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exBAKE: Automatic Fake News Detection Model Based on Bidirectional Encoder Representations from Transformers (BERT)
2019 · Heejung Jwa, Dongsuk Oh, et al. · Applied Sciences · 269
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Forecasting Intraday stock price trends with text mining techniques
2004 · M.-A. Mittermayer · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 265
How news and its context drive risk and returns around the world
2019 · Charles W. Calomiris, Harry Mamaysky · Journal of Financial Economics · 240
Hard news, soft news, ‘general’ news: The necessity and utility of an intermediate classification
2010 · Sam N. Lehman-Wilzig, Michal Seletzky · Journalism · 167
Attention-based BiLSTM fused CNN with gating mechanism model for Chinese long text classification
2021 · Jianfeng Deng, Lianglun Cheng, et al. · Computer Speech & Language · 158
Deep learning for financial sentiment analysis on finance news providers
2016 · Min-Yuh Day, Chia-Chou Lee · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) · 153
A novel text mining approach based on TF-IDF and Support Vector Machine for news classification
2016 · Seyyed Mohammad Hossein Dadgar, Mohammad Shirzad Araghi, et al. · IEEE International Conference on Engineering and Technology · 153
Fake news detection using an ensemble learning model based on Self-Adaptive Harmony Search algorithms
2020 · Yin-Fu Huang, Po-Hong Chen · Expert Systems with Applications · 151
Support vector machines for text categorization
2003 · A. Basu, C. Walters, et al. · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 151
Automated document classification for news article in Bahasa Indonesia based on term frequency inverse document frequency (TF-IDF) approach
2014 · Ari Aulia Hakim, Alva Erwin, et al. · 138
News Text Classification Based on Improved Bi-LSTM-CNN
2018 · Chenbin Li, Guohua Zhan, et al. · International Conference on Information Technology in Medicine and Education · 136
Molding CNNs for text: non-linear, non-consecutive convolutions
2015 · Tao Lei, Regina Barzilay, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 128
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A Chi-Square Statistics Based Feature Selection Method in Text Classification
2018 · Yujia Zhai, Wei Song, et al. · IEEE International Conference on Software Engineering and Service Science (ICSESS) · 125
TopCat: data mining for topic identification in a text corpus
2004 · C. Clifton, R. Cooley, et al. · IEEE Transactions on Knowledge and Data Engineering · 123
NewsCATS: A News Categorization and Trading System
2006 · Marc-andre Mittermayer, Gerhard Knolmayer · Proceedings · 115
Works count: 3,167
Citation count: 21,980
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