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PLM

PLM

A Personal Language Model (PLM) is a relational language model in which human language, memory, values, and judgment interact with a language model over time and recursively update the conditions of human self-understanding and meaning-making beyond simple personalization.

Scholarly status

  • Authoritative definition
  • Reviewed English text
  • Field-level status shown
  • Publication links kept distinct from definition evidence

Canonical definition

A PLM (Personal Language Model) is a relational language model that arises only when all four conditions are satisfied: C1 personal indexing, C2 long-term memory integration, C3 interpretive recurrence, and C4 resonant updating. C1∧C2 reaches only the level of technical personalization; C3 and C4 are the pivotal conditions distinguishing a PLM from a personalized LLM.
Compare Korean canonical text

PLM(Personal Language Model)은 C1 개인 색인화, C2 장기 기억 통합, C3 해석적 되돌림, C4 공진적 갱신을 모두 충족할 때 성립하는 관계적 언어모델이다. C1∧C2만으로는 기술적 개인화 수준이며, C3와 C4가 개인화 LLM과 PLM을 구분하는 핵심 조건이다.

Problem statement

A general LLM is a general-purpose language generation system. A PLLM uses a user’s profile, preferences, and memories to increase the personal relevance of its output. PLM goes a step further. There is technological continuity and ontological discontinuity between PLLM and PLM. PLLM is technical personalization that reflects user information in a model. PLM is a relational language model in which long-term interaction reconstitutes human memory, values, and judgment.

Scope and distinctions

The scope statement for this field is awaiting author review.

Connected claim

Canonical claim for PLM ↗rh:claim:plm:canonical

Directly connected sources

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Related concepts and relation status

Cite this record

Lee, Yongwook. “PLM.” ReHumanities Knowledge, version 1.1. https://knowledge.leehumanities.com/concepts/plm.

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