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"id": "software_engineering-natural-language-processing",
"name": "Natural Language Processing",
"category": "computer_science",
"subcategory": "software_engineering",
"subcategory_name": "Software Engineering",
"description": "Natural Language Processing process visualization. This process flowchart outlines key steps, checks, and outputs.",
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"green": {
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"category": "Processing & Operations"
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"blue": {
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"category": "Intermediates & States"
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"mermaid": "graph TD\n N1[\"Natural Language Processing...\"]\n N2[\"Text Corpus\"]\n N3[\"Task Definition\"]\n N4[\"Tokenizer\"]\n N5[\"Model\"]\n N6[\"Preprocess\"]\n N7[\"Train/Fine-tune\"]\n N8[\"Evaluate\"]\n N9[\"NLP Output\"]\n N10{\"Source-grounded check...\"}\n N11[\"Natural Language Processing...\"]\n\n N1 --> N2\n N2 --> N3\n N3 --> N4\n N4 --> N5\n N5 --> N6\n N6 --> N7\n N7 --> N8\n N8 --> N9\n N9 --> N10\n N10 -->|yes| N11\n N8 -->|iterate| N3\n N4 -->|skip/opt| N7\n\n style N1 fill:#ff6b6b,color:#fff\n style N2 fill:#ff6b6b,color:#fff\n style N3 fill:#ff6b6b,color:#fff\n style N4 fill:#ffd43b,color:#000\n style N5 fill:#ffd43b,color:#000\n style N6 fill:#51cf66,color:#fff\n style N7 fill:#51cf66,color:#fff\n style N8 fill:#74c0fc,color:#fff\n style N9 fill:#b197fc,color:#fff\n style N10 fill:#ffd43b,color:#000\n style N11 fill:#b197fc,color:#fff",
"sources": [
{
"title": "Robotics, Grounding and Natural Language Processing",
"authors": "Mochihashi, Daichi",
"journal": "Journal of Natural Language Processing",
"year": "2020",
"pubmed": null,
"doi": "10.5715/jnlp.27.963",
"url": "https://doi.org/10.5715/jnlp.27.963"
},
{
"title": "Vision, status, and research topics of Natural Language Processing",
"authors": "Chen, Xieling; Xie, Haoran; Tao, Xiaohui",
"journal": "Natural Language Processing Journal",
"year": "2022",
"pubmed": null,
"doi": "10.1016/j.nlp.2022.100001",
"url": "https://doi.org/10.1016/j.nlp.2022.100001"
},
{
"title": "Software Engineering",
"authors": "Sommerville, I.",
"journal": "Pearson",
"year": "2016",
"pubmed": null,
"doi": null,
"url": "https://www.pearson.com/en-us/subject-catalog/p/software-engineering/P200000003559"
},
{
"title": "Continuous Delivery",
"authors": "Humble, J.; Farley, D.",
"journal": "Addison-Wesley",
"year": "2010",
"pubmed": null,
"doi": null,
"url": "https://continuousdelivery.com/"
},
{
"title": "The Mythical Man-Month",
"authors": "Brooks, F. P.",
"journal": "Addison-Wesley",
"year": "1995",
"pubmed": null,
"doi": null,
"url": "https://www.pearson.com/en-us/subject-catalog/p/mythical-man-month-the-essays-on-software-engineering-anniversary-edition/P200000009016"
}
],
"keywords": [
"natural",
"language",
"processing"
],
"relatedProcesses": [],
"created": "2026-01-08",
"lastUpdated": "2026-04-30",
"verified": false,
"notes": "Corrective rebuild: replaces the generic scaffold with a process-specific step structure and records topology for duplicate detection.",
"nodeDetails": [
{
"id": "N1",
"label": "Natural Language Processing...",
"detail": "Natural Language Processing research question",
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},
{
"id": "N2",
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{
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{
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{
"id": "N6",
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},
{
"id": "N7",
"label": "Train/Fine-tune",
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},
{
"id": "N8",
"label": "Evaluate",
"detail": "Evaluate",
"type": "process",
"role": "Intermediates & States"
},
{
"id": "N9",
"label": "NLP Output",
"detail": "NLP Output",
"type": "process",
"role": "Products & Outputs"
},
{
"id": "N10",
"label": "Source-grounded check...",
"detail": "Source-grounded check: Robotics, Grounding and Natural Language Processing",
"type": "decision",
"role": "Structures & Objects"
},
{
"id": "N11",
"label": "Natural Language Processing...",
"detail": "Natural Language Processing prediction/readout",
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],
"flowchartStandard": {
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"applied": "2026-04-30",
"curationStatus": "source_grounded_draft",
"basis": "cs_exact_template",
"topologySignature": "276faf007b4a1352",
"sourceGrounding": "Graph steps are derived from the process title, existing source metadata, and curated process/subfield templates; citations support the process topic and should be reviewed for node-level claims before marking verified."
},
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"graphMetrics": {
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