How to fill large gaps between wood beam and paneling

[MariaDF]

 

 So we recently moved into our home and I have discovered these huge finger thick gaps between the roof beam and wall panels. I need advice on how to best fill and have a visually pleasing result as it is in the living room (but essentially everywhere in the house). Thanks for helping me!