{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/deep-learning-for-sentiment-analysis-a-survey","title":"Deep Learning for Sentiment Analysis : A Survey","arxiv_id":"1801.07883","date":"2018-01-24","proceeding":null,"authors":["Lei Zhang","Shuai Wang","Bing Liu"],"abstract":"Deep learning has emerged as a powerful machine learning technique that\nlearns multiple layers of representations or features of the data and produces\nstate-of-the-art prediction results. Along with the success of deep learning in\nmany other application domains, deep learning is also popularly used in\nsentiment analysis in recent years. This paper first gives an overview of deep\nlearning and then provides a comprehensive survey of its current applications\nin sentiment analysis.","url_abs":"http://arxiv.org/abs/1801.07883v2","url_pdf":"http://arxiv.org/pdf/1801.07883v2.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"deep-learning-for-sentiment-analysis-a-survey","repo_url":"https://github.com/ridakadri14/AspectBasedSentimentAnalysis","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":null}],"tasks":[{"task_slug":"machine-learning","task_name":"BIG-bench Machine Learning"},{"task_slug":"deep-learning","task_name":"Deep Learning"},{"task_slug":"sentiment-analysis","task_name":"Sentiment Analysis"},{"task_slug":"survey","task_name":"Survey"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1801.07883","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}