Belief embedding

Belief system consists of interacting beliefs. Even though two beliefs are about totally different topics, they are not usually independent. Although Belief network is a great way to model the interactions between beliefs, it still considers each belief as a disjoint, “one-hot” object. Embedding can be alternative approach because it can model softer, continuous relationships.

Lee2024neural trains belief embedding using debate.org data.

Vu2022modeling

See also Waller2021quantifying that studied Political polarization in Reddit.

See also Tarek Abdelzaher‘s works.

Questions