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Keyword

topic classification

Description: A natural language processing task that assigns text to categories representing its subject matter.
OpenAlex ID: keywords/topic-classification
Baselines and Bigrams: Simple, Good Sentiment and Topic Classification
2012 · Sida Wang, Christopher D. Manning · 995
Deep Pyramid Convolutional Neural Networks for Text Categorization
2017 · Rie Johnson, Tong Zhang · Annual Meeting of the Association for Computational Linguistics (ACL) · 864
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Twitter Trending Topic Classification
2011 · Kathy Lee, Diana Palsetia, et al. · IEEE ... International Conference on Data Mining workshops · 323
Document clustering: TF-IDF approach
2016 · Prafulla Bafna, Dhanya Pramod, et al. · International Conference on Electrical, Electronics, and Optimization Techniques · 288
"What is relevant in a text document?": An interpretable machine learning approach
2017 · Leila Arras, Franziska Horn, et al. · PLoS ONE · 258
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Hierarchical Transformers for Long Document Classification
2019 · Raghavendra Pappagari, Piotr Zelasko, et al. · IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) · 256
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Robust Coverless Image Steganography Based on DCT and LDA Topic Classification
2018 · Xiang Zhang, Fei Peng, et al. · IEEE Transactions on Multimedia · 251
Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding
2015 · Johnson, Rie, Zhang, Tong · arXiv (Cornell University) · 249
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BioCaster: detecting public health rumors with a Web-based text mining system
2008 · Nigel Collier, Son Doan, et al. · Bioinformatics · 240
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Leveraging Artificial Intelligence in Business: Implications, Applications and Methods
2021 · Andrea Sestino, Andrea De Mauro · Technology Analysis and Strategic Management · 237
Topic-conditioned novelty detection
2002 · Yiming Yang, Jian Zhang, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 237
The geography of Twitter topics in London
2016 · Guy Lansley, Paul A. Longley · Computers Environment and Urban Systems · 210
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Text Classification Using Label Names Only: A Language Model Self-Training Approach
2020 · Yu Meng, Yunyi Zhang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 204
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Short-Text Topic Modeling via Non-negative Matrix Factorization Enriched with Local Word-Context Correlations
2018 · Tian Shi, Kyeongpil Kang, et al. · 180
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Speech and language technologies for audio indexing and retrieval
2000 · J. Makhoul, F. Kubala, et al. · Proceedings of the IEEE · 157
The analysis of verbal interactions occurring during consultation
1975 · John R. Bergan, Martin L. Tombari · Journal of School Psychology · 156
Introducing the La Repubblica Corpus: A Large, Annotated, TEI(XML)-compliant Corpus of Newspaper Italian
2004 · Marco Baroni, Silvia Bernardini, et al. · Language Resources and Evaluation Conference (LREC) · 154
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Towards language independent automated learning of text categorization models
1994 · Chidanand Apté, Fred J. Damerau, et al. · 154
Intimacy-Scaled Stimuli for Use in Studies of Interpersonal Relations
1966 · Dalmas A. Taylor, Irwin Altman · Psychological Reports · 151
Selection of the Optimal Number of Topics for LDA Topic Model—Taking Patent Policy Analysis as an Example
2021 · Jingxian Gan, Yong Qi · Entropy · 150
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Topical Clustering of Tweets
2011 · Kevin Dela Rosa, Rushin Shah, et al. · 150
The Computer Science Ontology: A Large-Scale Taxonomy of Research Areas
2018 · Angelo A. Salatino, Thiviyan Thanapalasingam, et al. · Lecture notes in computer science · 146
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Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding.
2015 · Rie Johnson, Tong Zhang · PubMed · 140
Computer-Assisted Topic Classification for Mixed-Methods Social Science Research
2008 · Dustin Hillard, Stephen Purpura, et al. · Journal of Information Technology & Politics · 138
Using Compression-Based Language Models for Text Categorization
2003 · William J. Teahan, David J. Harper · Springer eBooks · 137
Works count: 2,121
Citation count: 19,300
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