Reflective Understanding in Language Models

#15
by elly99 - opened

DeBERTa enhances contextual understanding through disentangled attention and improved mask decoding.But what defines reflective understanding in language models?A semantic framework might include:
– Mapping conceptual depth beyond surface syntax
– Scoring interpretive drift across layers of abstraction
– Evaluating ethical dimensions of comprehensionThis shifts the focus from prediction to introspection β€” where understanding becomes a cognitive trace, not just a token match.

elly99 changed discussion title from MarCognity-AI for DeBERTa V3 Base to Reflective Understanding in Language Models

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