{"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/natural-language-processing-state-of-the-art","title":"Natural Language Processing: State of The Art, Current Trends and Challenges","arxiv_id":"1708.05148","date":"2017-08-17","proceeding":null,"authors":["Diksha Khurana","Aditya Koli","Kiran Khatter","Sukhdev Singh"],"abstract":"Natural language processing (NLP) has recently gained much attention for\nrepresenting and analysing human language computationally. It has spread its\napplications in various fields such as machine translation, email spam\ndetection, information extraction, summarization, medical, and question\nanswering etc. The paper distinguishes four phases by discussing different\nlevels of NLP and components of Natural Language Generation (NLG) followed by\npresenting the history and evolution of NLP, state of the art presenting the\nvarious applications of NLP and current trends and challenges.","url_abs":"http://arxiv.org/abs/1708.05148v1","url_pdf":"http://arxiv.org/pdf/1708.05148v1.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":"natural-language-processing-state-of-the-art","repo_url":"https://github.com/anuragreddygv323/Important-stuff","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":{"status":"unanswered"}}],"tasks":[{"task_slug":"machine-translation","task_name":"Machine Translation"},{"task_slug":"question-answering","task_name":"Question Answering"},{"task_slug":"spam-detection","task_name":"Spam detection"},{"task_slug":"text-generation","task_name":"Text Generation"},{"task_slug":"translation","task_name":"Translation"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":"https://syntology.ai/paper/1708.05148","atlas_url":"https://app.syntology.ai/?focus=1708.05148","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}