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 — 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