Compositionality

التركيبية الدلالية

خاصية في فضاء التضمين حيث يمكن تركيب المعاني عبر حساب المتجهات: كأن تُعبّر عملية طرح وجمع متجهات عن علاقة دلالية (مثل ملك − رجل + امرأة ≈ ملكة).

A property of the embedding space where meanings can be composed through vector arithmetic: e.g., king − man + woman ≈ queen expresses a semantic relationship.

Also translated asقابلية التركيب، التكوين التركيبي للمعنى

First appears in this corpus in: Distributed Representations of Words and Phrases and Their Compositionality (2013)

Appears in these papers

ALIGN: Scaling Up Visual and Vision-Language Representation Learning with Noisy Text Supervision2021 in the sky ✦
Voyager: An Open-Ended Embodied Agent with Large Language Models2023 in the sky ✦
Distributed Representations of Words and Phrases and Their Compositionality2013 in the sky ✦