Everything about Natural language processing

🧭 Start here: a 6-step reading path

1. Read the overview: Natural language processingA 5-minute orientation
2. Skim a recent paper: Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingInfluential work since 2022
3. Pick up a classic book: Natural Language Processing and Information SystemsThe most-reprinted book on the subject
4. Read the landmark paper: Natural language processingCited 681 times
5. Go sideways: Outline of natural language processingA closely related topic
6. Go sideways: Semantic parsingA closely related topic

🏆 Landmark papers (most cited)

• Natural language processing

  Gobinda G. Chowdhury · 2003 · Annual Review of Information Science and Technology · 681 citations

• Arabic Natural Language Processing

  Ali Farghaly, Khaled Shaalan · 2009 · ACM Transactions on Asian Language Information Processing · 368 citations

• Natural Language Processing

  Aravind K. Joshi · 1991 · Science · 77 citations

• Natural Language Processing

  Aditya Jain, Department of Computer Engineering, SVKMs NMIMS MPSTME Shirpur, Maharashtra, India, Gandhar Kulkarni · 2018 · International Journal of Computer Sciences and Engineering · 35 citations

• Quantum Natural Language Processing

  Dominic Widdows, Willie Aboumrad, Dohun Kim · 2024 · KI - Künstliche Intelligenz · 28 citations

• Natural Language Processing Basics

  Naveen Arivazhagan, Tielman T. Van Vleck · 2023 · Clinical Journal of the American Society of Nephrology · 20 citations

• Natural-language processing

  T. Patten, P. Jacobs · 1994 · IEEE Expert · 19 citations

• Natural language processing

  Angel R. Martinez · 2010 · WIREs Computational Statistics · 19 citations

🆕 Influential since 2022

• Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

  Pengfei Liu, Weizhe Yuan, Jinlan Fu · 2023 · ACM Computing Surveys · 3,220 citations

• Natural language processing: state of the art, current trends and challenges

  Diksha Khurana, Aditya Koli, Kiran Khatter · 2022 · Multimedia Tools and Applications · 1,538 citations

• Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey

  Bonan Min, Hayley Ross, Elior Sulem · 2023 · ACM Computing Surveys · 1,226 citations

• Natural Language Processing for Smart Healthcare

  Binggui Zhou, Guanghua Yang, Zheng Shi · 2024 · IEEE Reviews in Biomedical Engineering · 207 citations

• Paradigm Shift in Natural Language Processing

  Tian-Xiang Sun, Xiang-Yang Liu, Xi-Peng Qiu · 2022 · Machine Intelligence Research · 59 citations

📚 Books worth reading

• Natural Language Processing and Information SystemsElisabeth Métais · 2005
• Natural Language Processing and Chinese ComputingJuanzi Li, Heng Ji · 2013
• Semantic structuresDavid L. Waltz · 1989
• 📕Natural Language Processing for Social MediaAtefeh Farzindar, Diana Inkpen · 2015
• Speech and language processingDan Jurafsky, Daniel Jurafsky · 2000
• Natural Language Processing With PythonEdward Loper, Steven Bird · 2009
• 📕Natural Language Processing in Artificial IntelligenceBrojo Kishore Mishra, Raghvendra Kumar · 2020
• 📕Connectionist Approaches to Natural Language ProcessingR. G. Reilly, Noel Sharkey · 2016

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

• Outline of natural language processing Natural language processing is computer activity in which computers are entailed to analyze, understand, alter, or generate natural language. This includes…
• Semantic parsing Semantic parsing is the task of converting a natural language utterance to a logical form: a machine-understandable representation of its meaning. Semantic…
• Computational linguistics Computational linguistics is an interdisciplinary field concerned with the computational modelling of natural language, as well as the study of appropriate…
• Natural language understanding Natural language understanding (NLU) or natural language interpretation (NLI) is a subset of natural language processing in artificial intelligence that…
• Text graph In natural language processing (NLP), a text graph is a graph representation of a text item (document, passage or sentence). It is typically created as…
• Parsing Parsing, syntax analysis, or syntactic analysis is a process of analyzing a string of symbols, either in natural language, computer languages or data structures…
• Word embedding In natural language processing, a word embedding is a representation of a word. The embedding is used in text analysis. Typically, the representation is…
• Syntactic parsing (computational linguistics) Syntactic parsing is the automatic analysis of syntactic structure of natural language, especially syntactic relations (in dependency grammar) and labelling…