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NeSyA: Neurosymbolic Automata

NeSyA: Neurosymbolic Automata

Nikolaos Manginas
George Paliouras
Luc De Raedt
    NAI
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Papers citing "NeSyA: Neurosymbolic Automata"

14 / 14 papers shown
Title
A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge
A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge
Luca Salvatore Lorello
Marco Lippi
S. Melacci
91
0
0
08 May 2025
DeepDFA: Automata Learning through Neural Probabilistic Relaxations
DeepDFA: Automata Learning through Neural Probabilistic Relaxations
Elena Umili
Roberto Capobianco
AI4CE
49
2
0
16 Aug 2024
A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints
A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints
Kareem Ahmed
Kai-Wei Chang
Guy Van den Broeck
73
11
0
06 Dec 2023
Tractable Control for Autoregressive Language Generation
Tractable Control for Autoregressive Language Generation
Honghua Zhang
Meihua Dang
Nanyun Peng
Guy Van den Broeck
BDL
56
40
0
15 Apr 2023
Safe Reinforcement Learning via Probabilistic Logic Shields
Safe Reinforcement Learning via Probabilistic Logic Shields
Wen-Chi Yang
G. Marra
Gavin Rens
Luc de Raedt
OffRL
49
30
0
06 Mar 2023
From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey
From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey
Giuseppe Marra
Sebastijan Dumancic
Robin Manhaeve
Luc de Raedt
NAI
42
60
0
25 Aug 2021
DeepStochLog: Neural Stochastic Logic Programming
DeepStochLog: Neural Stochastic Logic Programming
Thomas Winters
G. Marra
Robin Manhaeve
Luc de Raedt
BDL
NAI
54
64
0
23 Jun 2021
Logic Tensor Networks
Logic Tensor Networks
Samy Badreddine
Artur Garcez
Luciano Serafini
Michael Spranger
NAI
101
205
0
25 Dec 2020
Neural Probabilistic Logic Programming in DeepProbLog
Neural Probabilistic Logic Programming in DeepProbLog
Robin Manhaeve
Sebastijan Dumancic
Angelika Kimmig
T. Demeester
Luc de Raedt
NAI
55
550
0
18 Jul 2019
A Semantic Loss Function for Deep Learning with Symbolic Knowledge
A Semantic Loss Function for Deep Learning with Symbolic Knowledge
Jingyi Xu
Zilu Zhang
Tal Friedman
Yitao Liang
Guy Van den Broeck
76
447
0
29 Nov 2017
Safe Reinforcement Learning via Shielding
Safe Reinforcement Learning via Shielding
Mohammed Alshiekh
Roderick Bloem
Rüdiger Ehlers
Bettina Könighofer
S. Niekum
Ufuk Topcu
60
682
0
29 Aug 2017
Attention Is All You Need
Attention Is All You Need
Ashish Vaswani
Noam M. Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan Gomez
Lukasz Kaiser
Illia Polosukhin
3DV
440
129,831
0
12 Jun 2017
Efficient Solution Algorithms for Factored MDPs
Efficient Solution Algorithms for Factored MDPs
Carlos Guestrin
D. Koller
Ronald E. Parr
Shobha Venkataraman
79
537
0
09 Jun 2011
A Knowledge Compilation Map
A Knowledge Compilation Map
Adnan Darwiche
Pierre Marquis
63
948
0
09 Jun 2011