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Semantic Segmentation for Document Retrieval: How Meaning-Aware Chunking Works

Semantic Segmentation for Document Retrieval: How Meaning-Aware Chunking Works

by lucent | Sep 1, 2026 | Optimization, Retrieval | 0 comments

Semantic segmentation divides a document by looking for continuity and change in subject matter. Instead of creating a new segment after a fixed number of characters or tokens, it attempts to place boundaries where one idea, topic, or informational function gives way...
HTML Validation Workflow: From Report to Verified Correction

HTML Validation Workflow: From Report to Verified Correction

by lucent | Aug 29, 2026 | Accessibility, HTML, Standards, Workflow | 1 comment

HTML validation compares markup with the rules of the relevant HTML standard. A validator can identify elements in invalid contexts, malformed attributes, duplicate IDs, missing structural requirements, and other conformance problems. The report is a starting point...
What Is Lexical Matching? How Search Systems Match Words and Terms

What Is Lexical Matching? How Search Systems Match Words and Terms

by lucent | Aug 28, 2026 | Information Architecture, Optimization, Retrieval | 1 comment

Lexical matching is the process of finding information by comparing the words, tokens, or character patterns in a query with those found in documents. A lexical retrieval system looks for direct textual relationships, such as the same word, a normalized form of the...
How Semantic HTML Shapes the Accessibility Tree

How Semantic HTML Shapes the Accessibility Tree

by lucent | Aug 27, 2026 | Accessibility, HTML, Optimization | 0 comments

Semantic HTML gives browsers information about the purpose and relationships of elements on a webpage. The browser can use that information, together with ARIA attributes, element states, text, labels, and rendered styles, to construct an accessibility tree for...
Revisiting Internal Links as a Website Grows

Revisiting Internal Links as a Website Grows

by lucent | Aug 27, 2026 | Accessibility, Optimization, Retrieval | 0 comments

Internal links reflect the website that existed when an article was written. As new definitions, guides, and subject areas are published, older articles may gain useful destinations that were not previously available. Revisiting those articles does not mean they were...
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