https://en.wikipedia.org/w/index.php?action=history&feed=atom&title=Natural_language_programmingNatural language programming - Revision history2025-06-21T23:14:08ZRevision history for this page on the wikiMediaWiki 1.45.0-wmf.6https://en.wikipedia.org/w/index.php?title=Natural_language_programming&diff=1293872117&oldid=prevSj: Sj moved page Natural-language programming to Natural language programming2025-06-04T04:26:36Z<p>Sj moved page <a href="/wiki/Natural-language_programming" class="mw-redirect" title="Natural-language programming">Natural-language programming</a> to <a href="/wiki/Natural_language_programming" title="Natural language programming">Natural language programming</a></p>
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<td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br /></td>
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<td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>'''Natural language programming''' ('''NLP''') is an [[ontology (information science)|ontology]]-assisted way of [[programming language|programming]] in terms of [[natural language]] sentences, e.g. [[English language|English]].<ref>{{cite journal|doi=10.1147/sj.202.0184|title=Natural language programming: Styles, strategies, and contrasts|journal=IBM Systems Journal|volume=20|issue=2|pages=184–215|year=1981|last1=Miller|first1=L. A.}}</ref> A structured document with Content, sections and subsections for explanations of sentences forms a NLP document, which is actually a [[computer program]]. Natural language programming is not to be mixed up with natural language interfacing or voice control where a program is first written and then communicated with through natural language using an interface added on. In NLP the functionality of a program is organised only for the definition of the meaning of sentences. For instance, NLP can be used to represent all the knowledge of an autonomous robot. Having done so, its tasks can be scripted by its users so that the robot can execute them autonomously while keeping to prescribed rules of behaviour as determined by the robot's user. Such robots are called ''transparent robots'' <ref>Development of reliable and trustworthy robots. "[http://www.transparentrobots.org transparent robots]" }</ref> as their reasoning is transparent to users and this develops trust in robots. Natural language use and [[natural language user interface]]s include [[Inform#Inform 7|Inform 7]], a natural programming language for making interactive fiction, [[Shakespeare (programming language)|Shakespeare]], an [[Esoteric programming language|esoteric]] natural programming language in the style of the plays of [[William Shakespeare]], and [[Wolfram Alpha]], a computational knowledge engine, using natural-language input.{{citation needed|date=November 2018}} Some methods for [[program synthesis]] are based on natural-language programming.<ref>Desai, Aditya, et al. "[https://arxiv.org/abs/1509.00413 Program synthesis using natural language]." Proceedings of the 38th International Conference on Software Engineering. ACM, 2016.</ref></div></td>
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<td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>'''Natural language programming''' ('''NLP''') is an [[ontology (information science)|ontology]]-assisted way of [[programming language|programming]] in terms of [[natural language]] sentences, e.g. [[English language|English]].<ref>{{cite journal|doi=10.1147/sj.202.0184|title=Natural language programming: Styles, strategies, and contrasts|journal=IBM Systems Journal|volume=20|issue=2|pages=184–215|year=1981|last1=Miller|first1=L. A.}}</ref> A structured document with Content, sections and subsections for explanations of sentences forms a NLP document, which is actually a [[computer program]]. Natural language programming is not to be mixed up with natural language interfacing or voice control where a program is first written and then communicated with through natural language using an interface added on. In NLP the functionality of a program is organised only for the definition of the meaning of sentences. For instance, NLP can be used to represent all the knowledge of an autonomous robot. Having done so, its tasks can be scripted by its users so that the robot can execute them autonomously while keeping to prescribed rules of behaviour as determined by the robot's user. Such robots are called ''transparent robots'' <ref>Development of reliable and trustworthy robots. "[http://www.transparentrobots.org transparent robots]" }</ref> as their reasoning is transparent to users and this develops trust in robots. Natural language use and [[natural language user interface]]s include [[Inform#Inform 7|Inform 7]], a natural programming language for making interactive fiction, [[Shakespeare (programming language)|Shakespeare]], an [[Esoteric programming language|esoteric]] natural programming language in the style of the plays of [[William Shakespeare]], and [[Wolfram Alpha]], a computational knowledge engine, using natural-language input.{{citation needed|date=November 2018}} Some methods for [[program synthesis]] are based on natural-language programming.<ref>Desai, Aditya, et al. "[https://arxiv.org/abs/1509.00413 Program synthesis using natural language]." Proceedings of the 38th International Conference on Software Engineering. ACM, 2016.</ref></div></td>
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<td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>A set of NLP sentences, with associated ontology defined, can also be used as a [[pseudo code]] that does not provide the details in any underlying high level programming language. In such an application the sentences used become high level abstractions (conceptualisations) of computing procedures that are computer language and machine independent.</div></td>
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<td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Researchers have started to experiment with natural language programming environments that use plain language prompts and then use AI (specifically large language models) to turn natural language into formal code. For example Spatial Pixel [https://www.youtube.com/watch?v=Uaos-g1TBKU&ab%20channel=spatialpixel created a natural language programming environment] to turn natural language into P5.js code through OpenAI's API. In 2021 OpenAI developed a natural language programming environment for their programming large language model called [https://openai.com/blog/openai-codex Codex].</div></td>
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<td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Researchers have started to experiment with natural language programming environments that use plain language prompts and then use AI (specifically large language models) to turn natural language into formal code. For example Spatial Pixel [https://www.youtube.com/watch?v=Uaos-g1TBKU&ab%20channel=spatialpixel created a natural language programming environment] to turn natural language into P5.js code through OpenAI's API. In 2021 OpenAI developed a natural language programming environment for their programming large language model called [https://openai.com/blog/openai-codex Codex].</div></td>
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</table>Sjhttps://en.wikipedia.org/w/index.php?title=Natural_language_programming&diff=1293872014&oldid=prevSj: More common in papers and the web at large2025-06-04T04:25:17Z<p>More common in papers and the web at large</p>
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<td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br /></td>
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<td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>'''Natural<del style="font-weight: bold; text-decoration: none;">-</del>language programming''' ('''NLP''') is an [[ontology (information science)|ontology]]-assisted way of [[programming language|programming]] in terms of [[natural <del style="font-weight: bold; text-decoration: none;">language|natural-</del>language]] sentences, e.g. [[English language|English]].<ref>{{cite journal|doi=10.1147/sj.202.0184|title=Natural language programming: Styles, strategies, and contrasts|journal=IBM Systems Journal|volume=20|issue=2|pages=184–215|year=1981|last1=Miller|first1=L. A.}}</ref> A structured document with Content, sections and subsections for explanations of sentences forms a NLP document, which is actually a [[computer program]]. Natural language programming is not to be mixed up with natural language interfacing or voice control where a program is first written and then communicated with through natural language using an interface added on. In NLP the functionality of a program is organised only for the definition of the meaning of sentences. For instance, NLP can be used to represent all the knowledge of an autonomous robot. Having done so, its tasks can be scripted by its users so that the robot can execute them autonomously while keeping to prescribed rules of behaviour as determined by the robot's user. Such robots are called ''transparent robots'' <ref>Development of reliable and trustworthy robots. "[http://www.transparentrobots.org transparent robots]" }</ref> as their reasoning is transparent to users and this develops trust in robots. Natural language use and [[natural <del style="font-weight: bold; text-decoration: none;">language user interface|natural-</del>language user interface]]s include [[Inform#Inform 7|Inform 7]], a natural programming language for making interactive fiction, [[Shakespeare (programming language)|Shakespeare]], an [[Esoteric programming language|esoteric]] natural programming language in the style of the plays of [[William Shakespeare]], and [[Wolfram Alpha]], a computational knowledge engine, using natural-language input.{{citation needed|date=November 2018}} Some methods for [[program synthesis]] are based on natural-language programming.<ref>Desai, Aditya, et al. "[https://arxiv.org/abs/1509.00413 Program synthesis using natural language]." Proceedings of the 38th International Conference on Software Engineering. ACM, 2016.</ref></div></td>
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<td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>'''Natural<ins style="font-weight: bold; text-decoration: none;"> </ins>language programming''' ('''NLP''') is an [[ontology (information science)|ontology]]-assisted way of [[programming language|programming]] in terms of [[natural language]] sentences, e.g. [[English language|English]].<ref>{{cite journal|doi=10.1147/sj.202.0184|title=Natural language programming: Styles, strategies, and contrasts|journal=IBM Systems Journal|volume=20|issue=2|pages=184–215|year=1981|last1=Miller|first1=L. A.}}</ref> A structured document with Content, sections and subsections for explanations of sentences forms a NLP document, which is actually a [[computer program]]. Natural language programming is not to be mixed up with natural language interfacing or voice control where a program is first written and then communicated with through natural language using an interface added on. In NLP the functionality of a program is organised only for the definition of the meaning of sentences. For instance, NLP can be used to represent all the knowledge of an autonomous robot. Having done so, its tasks can be scripted by its users so that the robot can execute them autonomously while keeping to prescribed rules of behaviour as determined by the robot's user. Such robots are called ''transparent robots'' <ref>Development of reliable and trustworthy robots. "[http://www.transparentrobots.org transparent robots]" }</ref> as their reasoning is transparent to users and this develops trust in robots. Natural language use and [[natural language user interface]]s include [[Inform#Inform 7|Inform 7]], a natural programming language for making interactive fiction, [[Shakespeare (programming language)|Shakespeare]], an [[Esoteric programming language|esoteric]] natural programming language in the style of the plays of [[William Shakespeare]], and [[Wolfram Alpha]], a computational knowledge engine, using natural-language input.{{citation needed|date=November 2018}} Some methods for [[program synthesis]] are based on natural-language programming.<ref>Desai, Aditya, et al. "[https://arxiv.org/abs/1509.00413 Program synthesis using natural language]." Proceedings of the 38th International Conference on Software Engineering. ACM, 2016.</ref></div></td>
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<td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div></ref><ref>[https://techcrunch.com/2009/03/08/wolfram-alpha-computes-answers-to-factual-questions-this-is-going-to-be-big/ Wolfram Alpha computes answers] Tech Crunch, 8 March 2009</ref> The difference between these and NLP is that the latter builds up a single program or a library of routines that are programmed through natural language sentences using an ontology that defines the available data structures in a high level programming language.</div></td>
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</table>Sjhttps://en.wikipedia.org/w/index.php?title=Natural_language_programming&diff=1269347290&oldid=prevWotheina: some more primitive examples2025-01-14T06:36:48Z<p>some more primitive examples</p>
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</table>Wotheinahttps://en.wikipedia.org/w/index.php?title=Natural_language_programming&diff=1251077956&oldid=prevSwinub: Grammar2024-10-14T08:16:35Z<p>Grammar</p>
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<td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>==AI in Natural Language Programming==</div></td>
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<td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>Researchers have started to experiment with natural language programming environments that use plain language prompts and then use AI (specifically large language models) to turn natural language into formal code. For example Spatial Pixel [https://www.youtube.com/watch?v=Uaos-g1TBKU&ab%20channel=spatialpixel created <del style="font-weight: bold; text-decoration: none;">an</del> natural language programming environment] to turn natural language into P5.js code through OpenAI's API. In 2021 OpenAI developed a natural language programming environment for their programming large language model called [https://openai.com/blog/openai-codex Codex].</div></td>
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</table>Swinubhttps://en.wikipedia.org/w/index.php?title=Natural_language_programming&diff=1227946996&oldid=prevGreenC bot: Move 1 url. Wayback Medic 2.5 per WP:URLREQ#google.com/patents2024-06-08T17:07:43Z<p>Move 1 url. <a href="/wiki/User:GreenC/WaybackMedic_2.5" title="User:GreenC/WaybackMedic 2.5">Wayback Medic 2.5</a> per <a href="/wiki/Wikipedia:URLREQ#google.com/patents" class="mw-redirect" title="Wikipedia:URLREQ">WP:URLREQ#google.com/patents</a></p>
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<td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>* [https://<ins style="font-weight: bold; text-decoration: none;">patents</ins>.google.com/<ins style="font-weight: bold; text-decoration: none;">patent</ins>/US7860815 Computer knowledge representation format, system, methods, and applications]{{snd}} US patent re: hyperlinking to .who/what/where/when/how XML files that embed NL</div></td>
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</table>GreenC bothttps://en.wikipedia.org/w/index.php?title=Natural_language_programming&diff=1221672560&oldid=prev2001:630:D0:8E01:8CFA:E720:4B01:B1D4: /* AI in Natural Language Programming */ Updated caps to match style2024-05-01T09:04:16Z<p><span class="autocomment">AI in Natural Language Programming: </span> Updated caps to match style</p>
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<td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>Researchers have started to experiment with natural language programming environments that use plain language prompts and then use AI (specifically large language models) to turn natural language into formal code. For example Spatial Pixel [https://www.youtube.com/watch?v=Uaos-g1TBKU&ab%20channel=spatialpixel created an natural language programming environment] to turn natural language into P5.js code through OpenAI's API. In 2021 OpenAI developed a natural language programming environment for their programming large language model called [https://openai.com/blog/openai-codex <del style="font-weight: bold; text-decoration: none;">CodeX</del>].<del style="font-weight: bold; text-decoration: none;"> </del></div></td>
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</table>2001:630:D0:8E01:8CFA:E720:4B01:B1D4https://en.wikipedia.org/w/index.php?title=Natural_language_programming&diff=1216434359&oldid=prev73.141.74.175: Added segment on AI's use in natural language programming2024-03-31T00:08:44Z<p>Added segment on AI's use in natural language programming</p>
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</table>73.141.74.175https://en.wikipedia.org/w/index.php?title=Natural_language_programming&diff=1202049258&oldid=prevMathnerd314159: change paradigms template to navbox (see Template talk:Programming paradigms#too long)2024-02-01T23:04:01Z<p>change paradigms template to navbox (see <a href="/wiki/Template_talk:Programming_paradigms#too_long" title="Template talk:Programming paradigms">Template talk:Programming paradigms#too long</a>)</p>
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<td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br /></td>
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<td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>'''Natural-language programming''' ('''NLP''') is an [[ontology (information science)|ontology]]-assisted way of [[programming language|programming]] in terms of [[natural language|natural-language]] sentences, e.g. [[English language|English]].<ref>{{cite journal|doi=10.1147/sj.202.0184|title=Natural language programming: Styles, strategies, and contrasts|journal=IBM Systems Journal|volume=20|issue=2|pages=184–215|year=1981|last1=Miller|first1=L. A.}}</ref> A structured document with Content, sections and subsections for explanations of sentences forms a NLP document, which is actually a [[computer program]]. Natural language programming is not to be mixed up with natural language interfacing or voice control where a program is first written and then communicated with through natural language using an interface added on. In NLP the functionality of a program is organised only for the definition of the meaning of sentences. For instance, NLP can be used to represent all the knowledge of an autonomous robot. Having done so, its tasks can be scripted by its users so that the robot can execute them autonomously while keeping to prescribed rules of behaviour as determined by the robot's user. Such robots are called ''transparent robots'' <ref>Development of reliable and trustworthy robots. "[http://www.transparentrobots.org transparent robots]" }</ref> as their reasoning is transparent to users and this develops trust in robots. Natural language use and [[natural language user interface|natural-language user interface]]s include [[Inform#Inform 7|Inform 7]], a natural programming language for making interactive fiction, [[Shakespeare (programming language)|Shakespeare]], an [[Esoteric programming language|esoteric]] natural programming language in the style of the plays of [[William Shakespeare]], and [[Wolfram Alpha]], a computational knowledge engine, using natural-language input.{{citation needed|date=November 2018}} Some methods for [[program synthesis]] are based on natural-language programming.<ref>Desai, Aditya, et al. "[https://arxiv.org/abs/1509.00413 Program synthesis using natural language]." Proceedings of the 38th International Conference on Software Engineering. ACM, 2016.</ref></div></td>
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<td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>'''Natural-language programming''' ('''NLP''') is an [[ontology (information science)|ontology]]-assisted way of [[programming language|programming]] in terms of [[natural language|natural-language]] sentences, e.g. [[English language|English]].<ref>{{cite journal|doi=10.1147/sj.202.0184|title=Natural language programming: Styles, strategies, and contrasts|journal=IBM Systems Journal|volume=20|issue=2|pages=184–215|year=1981|last1=Miller|first1=L. A.}}</ref> A structured document with Content, sections and subsections for explanations of sentences forms a NLP document, which is actually a [[computer program]]. Natural language programming is not to be mixed up with natural language interfacing or voice control where a program is first written and then communicated with through natural language using an interface added on. In NLP the functionality of a program is organised only for the definition of the meaning of sentences. For instance, NLP can be used to represent all the knowledge of an autonomous robot. Having done so, its tasks can be scripted by its users so that the robot can execute them autonomously while keeping to prescribed rules of behaviour as determined by the robot's user. Such robots are called ''transparent robots'' <ref>Development of reliable and trustworthy robots. "[http://www.transparentrobots.org transparent robots]" }</ref> as their reasoning is transparent to users and this develops trust in robots. Natural language use and [[natural language user interface|natural-language user interface]]s include [[Inform#Inform 7|Inform 7]], a natural programming language for making interactive fiction, [[Shakespeare (programming language)|Shakespeare]], an [[Esoteric programming language|esoteric]] natural programming language in the style of the plays of [[William Shakespeare]], and [[Wolfram Alpha]], a computational knowledge engine, using natural-language input.{{citation needed|date=November 2018}} Some methods for [[program synthesis]] are based on natural-language programming.<ref>Desai, Aditya, et al. "[https://arxiv.org/abs/1509.00413 Program synthesis using natural language]." Proceedings of the 38th International Conference on Software Engineering. ACM, 2016.</ref></div></td>
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</table>Mathnerd314159https://en.wikipedia.org/w/index.php?title=Natural_language_programming&diff=1191417747&oldid=prevThe Anome: Importing Wikidata short description: "Language-oriented programming paradigm"2023-12-23T12:18:23Z<p>Importing Wikidata <a href="/wiki/Wikipedia:Short_description" title="Wikipedia:Short description">short description</a>: "Language-oriented programming paradigm"</p>
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