Eriq Augustine

According to our database1, Eriq Augustine authored at least 13 papers between 2012 and 2024.

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Bibliography

2024
A Mathematical Framework, a Taxonomy of Modeling Paradigms, and a Suite of Learning Techniques for Neural-Symbolic Systems.
CoRR, 2024

2023
Building Practical Statistical Relational Learning Systems
PhD thesis, 2023

Collective Grounding: Applying Database Techniques to Grounding Templated Models.
Proc. VLDB Endow., 2023

NeuPSL: Neural Probabilistic Soft Logic.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022
A taxonomy of weight learning methods for statistical relational learning.
Mach. Learn., 2022

Emotion Recognition in Conversation using Probabilistic Soft Logic.
CoRR, 2022

Visual Sudoku Puzzle Classification: A Suite of Collective Neuro-Symbolic Tasks.
Proceedings of the 16th International Workshop on Neural-Symbolic Learning and Reasoning as part of the 2nd International Joint Conference on Learning & Reasoning (IJCLR 2022), 2022

Crosslingual Section Title Alignment in Wikipedia.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Context-Aware Online Collective Inference for Templated Graphical Models.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
VMI-PSL: Visual Model Inspector for Probabilistic Soft Logic.
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

Tandem Inference: An Out-of-Core Streaming Algorithm for Very Large-Scale Relational Inference.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2017
Sparsity and Noise: Where Knowledge Graph Embeddings Fall Short.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2012
Outage detection via real-time social stream analysis: leveraging the power of online complaints.
Proceedings of the 21st World Wide Web Conference, 2012


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