The first line stands for the creation of a two-particle-two-hole state, while the second line represents
the creation to two one-particle-one-hole pairs
while the last term represents a contribution to the particle single-particle energy
from the hole states, that is an interaction between the particle states and the hole states
within the new vacuum state.
The fourth term reads
$$
\begin{eqnarray}
\hat{H}_I^{(d)}& = &\frac{1}{4}
\sum_{aijk}\left(\langle ai|\hat{V}|jk\rangle b_a^\dagger b_k^\dagger b_j^\dagger b_i+
\langle ji|\hat{V}|ak\rangle b_k^\dagger b_j b_i b_a\right)+\nonumber \\
&&\frac{1}{4}\sum_{aij}\left(\langle ai|\hat{V}|ji\rangle b_a^\dagger b_j^\dagger+
\langle ji|\hat{V}|ai\rangle - \langle ji|\hat{V}|ia\rangle b_j b_a \right). \tag{83}
\end{eqnarray}
$$
The terms in the first line stand for the creation of a particle-hole state
interacting with hole states, we will label this as a two-hole-one-particle contribution.
The remaining terms are a particle-hole state interacting with the holes in the vacuum state.
Finally we have
$$
\begin{equation}
\hat{H}_I^{(e)} = \frac{1}{4}
\sum_{ijkl}
\langle kl|\hat{V}|ij\rangle b_i^\dagger b_j^\dagger b_l b_k+
\frac{1}{2}\sum_{ijk}\langle ij|\hat{V}|kj\rangle b_k^\dagger b_i
+\frac{1}{2}\sum_{ij}\langle ij|\hat{V}|ij\rangle \tag{84}
\end{equation}
$$
The first terms represents the
interaction between two holes while the second stands for the interaction between a hole and the remaining holes in the vacuum state.
It represents a contribution to single-hole energy to first order.
The last term collects all contributions to the energy of the ground state of a closed-shell system arising
from hole-hole correlations.