Stanley Kok · National University of Singapore

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Works51 from public data

TitleCited by

Web-scale information extraction in knowitall
International World Wide Web Conference (WWW) · 2004
935
Learning the structure of Markov logic networks
International Conference on Machine Learning · 2005
354
Statistical predicate invention
International Conference on Machine Learning · 2007
341
The Alchemy System for Statistical Relational AI: User Manual
2007
321
Learning Markov Logic Networks Using Structural Motifs
International Conference on Machine Learning · 2010
132
Learning Markov logic network structure via hypergraph lifting
International Conference on Machine Learning · 2009
127
Extracting Semantic Networks from Text Via Relational Clustering
Lecture notes in computer science · 2008
121
Markov logic
Inductive Logic Programming · 2008
103
Unifying Logical and Statistical AI
Proceedings - Symposium on Logic in Computer Science · 2016
93
Language modeling with sum-product networks
Interspeech (USB) · 2014
83
Hitting the Right Paraphrases in Good Time
North American Chapter of the Association for Computational Linguistics · 2010
80
CrowdOp: Query optimization for declarative crowdsourcing systems
Proceedings - International Conference on Data Engineering · 2016
65
Collective graph identification
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 2011
51
BiQUE: Biquaternionic Embeddings of Knowledge Graphs
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2021
39
Just Add Weights: Markov Logic for the Semantic Web
Lecture notes in computer science · 2008
36
Probabilistic Logic Graph Attention Networks for Reasoning
The Web Conference (WWW) · 2020
32
E-Commerce Product Categorization via Machine Translation
ACM Transactions on Management Information Systems · 2020
25
Multi-layer Online Sequential Extreme Learning Machine for Image Classification
Proceedings in adaptation, learning and optimization · 2015
25
Generating Privacy-Preserving Synthetic Tabular Data Using Oblivious Variational Autoencoders
National University of Singapore · 2020
24
Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction
Conference of the European Chapter of the Association for Computational Linguistics · 2023
12
Don't Classify, Translate: Multi-Level E-Commerce Product Categorization Via Machine Translation
arXiv · 2018
12
The Shape of Reasoning: Topological Analysis of Reasoning Traces in Large Language Models
arXiv · 2025
11
Combining Levodopa and Virtual Reality-Based Therapy for the Rehabilitation of Upper Limb After Acute Stroke: Pilot Study Part II
National University of Singapore · 2019
11
Efficient Reinforcement Learning for Large Language Models with Intrinsic Exploration
arXiv · 2025
10
AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach
Jia Guo, Liying Cheng, Wenxuan Zhang, Stanley Kok, Xin Li, Lidong Bing
Findings of the Association for Computational Linguistics: ACL 2023 · 2023
9

Publication data from OpenAlex, with missing venues and authors filled in from Crossref; citation counts are the higher of OpenAlex and Semantic Scholar, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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