Include KBPLL advice into BoostedRDN gradient

starling-lab / BoostSRL

BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.

https://starling.utdallas.edu

GNU General Public License v3.0

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Closed Dtrycode closed 1 year ago

Dtrycode commented 1 year ago

The KBPLL (Odom, P., & Khot, T., & Porter, R., & Natarajan, S., Knowledge-Based Probabilistic Logic Learning, AAAI 2015) advice gradient was not included into the gradient calculation of BoostedRDN.

BoostSRL/src/edu/wisc/cs/will/Boosting/RDN/LearnBoostedRDN.java: Line 744-750: Add the logic of including KBPLL advice gradient into the gradient calculation.