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Keyword

multilingual text classification

Description: The computational assignment of texts in multiple languages to predefined categories using machine learning or other classification methods.
Related topics: Hate Speech and Cyberbullying Detection (26%), Sentiment Analysis and Opinion Mining (14%), Topic Modeling (11%), Text and Document Classification Technologies (11%), Natural Language Processing Techniques (8%), Misinformation and Its Impacts (8%)
OpenAlex ID: keywords/multilingual-text-classification
SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter
2019 · Valerio Basile, Cristina Bosco, et al. · International Workshop on Semantic Evaluation (SemEval) · 864
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SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020)
2020 · Marcos Zampieri, Preslav Nakov, et al. · 379
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Multilingual Classifier for Automatic Dewey Decimal Classification trained on Open Access Linguistics Abstracts
2024 · Ho, Clara Wan Ching · Repositorio Institucional UPTC · 368
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Attention-based LSTM Network for Cross-Lingual Sentiment Classification
2016 · Xinjie Zhou, Xiaojun Wan, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 302
KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social Media
2020 · Ali Safaya, Moutasem Abdullatif, et al. · 297
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Overview of the HASOC track at FIRE 2019
2019 · Thomas Mandl, Sandip Modha, et al. · 280
Cross-Language Text Classification Using Structural Correspondence Learning
2010 · Peter Prettenhofer, Benno Stein · 265
Augmenting Naive Bayes Classifiers with Statistical Language Models
2004 · Fuchun Peng, Dale Schuurmans, et al. · Information Retrieval · 243
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Sarcasm detection in mash-up language using soft-attention based bi-directional LSTM and feature-rich CNN
2020 · Deepak Jain, Akshi Kumar, et al. · Applied Soft Computing · 176
Sarcasm Detection on Czech and English Twitter
2014 · Tomáš Ptáċek, Ivan Habernal, et al. · UWE Research Repository (UWE Bristol) · 172
A Multilingual Evaluation for Online Hate Speech Detection
2020 · Michele Corazza, Stefano Menini, et al. · ACM Transactions on Internet Technology · 171
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A Report on the 2017 Native Language Identification Shared Task
2017 · Shervin Malmasi, Keelan Evanini, et al. · Workshop on Innovative Use of NLP for Building Educational Applications · 160
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Detection of Hate Speech Text in Hindi-English Code-mixed Data
2020 · K Sreelakshmi, B Premjith, et al. · Procedia Computer Science · 152
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The Multilingual Amazon Reviews Corpus
2020 · Phillip Keung, Yichao Lu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 152
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Misogyny Detection in Twitter: a Multilingual and Cross-Domain Study
2020 · Endang Wahyu Pamungkas, Valerio Basile, et al. · Information Processing & Management · 143
Detecting Offensive Tweets in Hindi-English Code-Switched Language
2018 · Puneet Mathur, Rajiv Shah, et al. · 132
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Classifying online Job Advertisements through Machine Learning
2018 · Roberto Boselli, Mirko Cesarini, et al. · Future Generation Computer Systems · 123
Improving text categorization using the importance of sentences
2002 · Youngjoong Ko, Jinwoo Park, et al. · Information Processing & Management · 118
A character-based convolutional neural network for language-agnostic Twitter sentiment analysis
2017 · Joonatas Wehrmann, Willian Becker, et al. · 114
Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning
2016 · Xinjie Zhou, Xiaojun Wan, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 114
Language and task independent text categorization with simple language models
2003 · Fuchun Peng, Dale Schuurmans, et al. · 114
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Offensive Language and Hate Speech Detection for Danish
2019 · Sigurbergsson, Gudbjartur Ingi, Derczynski, Leon · arXiv (Cornell University) · 109
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An Application to Detect Cyberbullying Using Machine Learning and Deep Learning Techniques
2022 · Mitushi Raj, Samridhi Singh, et al. · SN Computer Science · 97
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Deep learning and natural language processing in computation for offensive language detection in online social networks by feature selection and ensemble classification techniques
2022 · M. Anand, Kishan Bhushan Sahay, et al. · Theoretical Computer Science · 95
An EM Based Training Algorithm for Cross-Language Text Categorization
2005 · L. Rigutini, M. Maggini, et al. · 92
Works count: 2,369
Citation count: 16,600
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