---
title: "On the Relationship between P-log and LPMLN"
authors:
  - "Evgenii Balai"
  - "Michael Gelfond"
doi: ""
url: "https://ijcai.org/proceedings/2016/134"
pdf: "https://ijcai.org/proceedings/2016/0134.pdf"
venue: "Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence"
year: 2016
pages: "915-920"
track: ""
keywords:
---

# On the Relationship between P-log and LPMLN

Evgenii Balai, Michael Gelfond

*Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence*, pages 915-920.

## Abstract

The paper investigates the relationship between knowledge representation languages P-log and LPMLN designed for representing and reasoning with logic and probability. We give a translation from an important subset of LPMLN to P-log which preserves probabilistic functions defined by LPMLN programs and complements recent research by the authors of LPMLN where they give a similar translation from a subset of P-log to their language. This work sheds light on the different ways to treat inconsistency in both languages.