FLAN-Alpaca

T5 model fine-tuned on Stanford Alpaca data; used to initialize Multimodal-CoT model weights.

Neighborhood — ranked by edge-count

framework

T5
implements
Encoder-decoder architecture used as backbone for Multimodal-CoT; available in Base (200M) and Large (700M) variants.

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Alper Alkanconcept0.701
LLaVAconcept0.683
Multimodal model demonstrating that projecting visual features into LLM with 2-layer MLP achieves state-of-the-art results
alcoveconcept0.675
A smaller recessed space within a room that forms a strong center.
Vulcanconcept0.674
A conscious creature capable of intellectual and moral goals but incapable of affective states, used by Chalmers to test moral standing.
Fortran-Lindamethod0.670
Linda embedded in Fortran; mentioned as implemented by the Yale group.
Apple Macintoshinstitute0.657
Conscious exoticaconcept0.656
The idea of radically alien forms of consciousness, perhaps instantiated by AI; discussed in the prologue.