Interpretation of the dynamical behaviour of single molecules or colle
ctive modes in liquids has been increasingly centered, in the last dec
ade, on complex liquid systems, including ionic solutions, polymeric l
iquids, supercooled fluids and liquid crystals. This has been made nec
essary by the need of interpreting dynamical data obtained by advanced
experiments, like optical Kerr effect, time dependent fluorescence sh
ift experiments, two-dimensional Fourier-transform and high field elec
tron spin resonance and scattering experiments like quasi-elastic neut
ron scattering. This communication is centered on the definition, trea
tment and application of several extended stochastic models, which hav
e proved to be very effective tools for interpreting and rationalizing
complex relaxation phenomena in liquids structures. First, applicatio
ns of standard Fokker-Planck equations for the orientational relaxatio
n of molecules in isotropic and ordered liquid phase are reviewed. In
particular attention will be focused on the interpretation of neutron
scattering in nematics. Next, an extended stochastic model is used to
interpret time-domain resolved fluorescence emission experiments. A tw
o-body stochastic model allows the theoretical interpretation of dynam
ical Stokes shift effects in fluorescence emission spectra, performed
on probes in isotropic and ordered polar phases. Finally, for the case
of isotropic fluids made of small rigid molecules, a very detailed mo
del is considered, which includes as basic ingredients a Fokker-Planck
description of the molecular librational motion and the slow diffusiv
e motion of a persistent cage structure together with the decay proces
ses related to the changing structure of the cage.