Markov Logic
Useful Papers:

MLN paper (Original)

FirstOrder Probabilistic Inference, First paper in lifted inference, David Poole

Lifted Inference Seen from the Other Side : The
Tractable Features, Binomial and Decomposer rules, Abhay Jha

Lifted FirstOrder Probabilistic Inference , First order Variable Elimination, FOVE, Braz, 2005

Lifted Inference Rules with Constraints, Decomposer, Binomial, Happy, NIPS 2015
Supplimentary Material

New Rules for Domain Independent
Lifted MAP Inference, Single Occurrence, Happy, NIPS 2014
Supplimentary Material

Lifted MAP Inference for Markov Logic Networks, Non Shared MLN, Sarkhel, 2014,