From 52bcbca6750adbeb1c8aec3279f74a3bd8044b9a Mon Sep 17 00:00:00 2001 From: troyyyyy Date: Mon, 8 Jan 2024 08:55:03 +0800 Subject: [PATCH] [FIX] minor changes --- docs/Examples/HWF.rst | 6 +++--- examples/hwf/hwf.ipynb | 6 +++--- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/docs/Examples/HWF.rst b/docs/Examples/HWF.rst index b65ecd7..ef72ddd 100644 --- a/docs/Examples/HWF.rst +++ b/docs/Examples/HWF.rst @@ -440,11 +440,11 @@ Performance We present the results of ABL as follows, which include the reasoning accuracy (for different equation lengths in the HWF dataset), and the training time (to achieve the accuracy using all equation lengths). These results are compared with the following methods: -- `DeepProbLog `_: An extension of ProbLog by introducing neural predicates in Probabilistic Logic Programming; +- `NGS `_: A neural-symbolic framework that uses a grammar model and a back-search algorithm to improve its computing process; -- `DeepStochLog `_: A neural-symbolic framework based on stochastic logic program; +- `DeepProbLog `_: An extension of ProbLog by introducing neural predicates in Probabilistic Logic Programming; -- `NGS `_: A neural-symbolic framework that uses a grammar model and a back-search algorithm to improve its computing process. +- `DeepStochLog `_: A neural-symbolic framework based on stochastic logic program. .. raw:: html diff --git a/examples/hwf/hwf.ipynb b/examples/hwf/hwf.ipynb index 50aff76..626ce20 100644 --- a/examples/hwf/hwf.ipynb +++ b/examples/hwf/hwf.ipynb @@ -436,11 +436,11 @@ "source": [ "We present the results of ABL as follows, which include the reasoning accuracy (for different equation lengths in the HWF dataset), and the training time (to achieve the accuracy using all equation lengths). These results are compared with the following methods:\n", "\n", - "- [**DeepProbLog**](https://github.com/ML-KULeuven/deepproblog/tree/master): An extension of ProbLog by introducing neural predicates in Probabilistic Logic Programming;\n", + "- [**NGS**](https://github.com/liqing-ustc/NGS): A neural-symbolic framework that uses a grammar model and a back-search algorithm to improve its computing process;\n", "\n", - "- [**DeepStochLog**](https://github.com/ML-KULeuven/deepstochlog/tree/main): A neural-symbolic framework based on stochastic logic program;\n", + "- [**DeepProbLog**](https://github.com/ML-KULeuven/deepproblog/tree/master): An extension of ProbLog by introducing neural predicates in Probabilistic Logic Programming;\n", "\n", - "- [**NGS**](https://github.com/liqing-ustc/NGS): A neural-symbolic framework that uses a grammar model and a back-search algorithm to improve its computing process." + "- [**DeepStochLog**](https://github.com/ML-KULeuven/deepstochlog/tree/main): A neural-symbolic framework based on stochastic logic program." ] }, {