{"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/neural-sentiment-classification-with-user-and","title":"Neural Sentiment Classification with User and Product Attention","arxiv_id":null,"date":"2016-11-01","proceeding":"EMNLP 2016 11","authors":["Huimin Chen","Maosong Sun","Cunchao Tu","Yankai Lin","Zhiyuan Liu"],"abstract":"","url_abs":"https://aclanthology.org/D16-1171","url_pdf":"https://aclanthology.org/D16-1171.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":"neural-sentiment-classification-with-user-and","repo_url":"https://github.com/thunlp/NSC","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[{"task_slug":"classification-1","task_name":"Classification"},{"task_slug":"feature-engineering","task_name":"Feature Engineering"},{"task_slug":"classification","task_name":"General Classification"},{"task_slug":"sentiment-analysis","task_name":"Sentiment Analysis"},{"task_slug":"sentiment-classification","task_name":"Sentiment Classification"},{"task_slug":"speech-recognition","task_name":"Speech Recognition"},{"task_slug":"text-classification","task_name":"Text Classification"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/sentiment-analysis-on-user-and-product","task":"Sentiment Analysis","dataset":"User and product information","model":"NSC","rank_in_archive_order":7,"of":10,"metrics":{"IMDB (Acc)":"53.3","Yelp 2013 (Acc)":"65.0","Yelp 2014 (Acc)":"66.7"},"uses_additional_data":false}],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}