Denis Lukovnikov left SDA. The profile below reflects the status at the point of his departure and is no longer updated.
PhD Student
Computer Science Institute
University of Bonn
Room A119
Römerstr. 164, 53117 Bonn
University of Bonn, Computer Science
lukovnikov@outlook.com
Short CV
Denis Lukovnikov is a PhD Student at the University of Bonn. Denis’ research interests are in the area of Question Answering, Deep Learning.
Research Interests
- Question Answering,
- Deep Learning,
- Semantic Web
Projects
- WDAqua
Publications
2022
Deep Learning Methods for Semantic Parsing and Question Answering over Knowledge Graphs PhD Thesis
University of Bonn, 2022.
2021
Insertion-based Tree Decoding Inproceedings
In: Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, pp. 3201–3213, Association for Computational Linguistics, 2021.
Detecting Compositionally Out-of-Distribution Examples in Semantic Parsing Inproceedings
In: Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021, pp. 591–598, Association for Computational Linguistics, 2021.
Improving Breadth-Wise Backpropagation in Graph Neural Networks Helps Learning Long-Range Dependencies Inproceedings
In: Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event, pp. 7180–7191, PMLR, 2021.
Introduction to neural network-based question answering over knowledge graphs Journal Article
In: WIREs Data Mining Knowl. Discov., vol. 11, no. 3, 2021.
2019
Incorporating Literals into Knowledge Graph Embeddings Inproceedings
In: The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part I, pp. 347–363, Springer, 2019.
Pretrained Transformers for Simple Question Answering over Knowledge Graphs Inproceedings
In: The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part I, pp. 470–486, Springer, 2019.
Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs Inproceedings
In: The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part I, pp. 487–504, Springer, 2019.
2018
On the regularization of Wasserstein GANs Inproceedings
In: 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings, OpenReview.net, 2018.
2017
Neural Network-based Question Answering over Knowledge Graphs on Word and Character Level Inproceedings
In: Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017, pp. 1211–1220, ACM, 2017.
2016
Question Answering on Linked Data: Challenges and Future Directions Inproceedings
In: Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume, pp. 693–698, ACM, 2016.
2014
A service-oriented search framework for full text, geospatial and semantic search Inproceedings
In: Proceedings of the 10th International Conference on Semantic Systems, SEMANTiCS 2014, Leipzig, Germany, September 4-5, 2014, pp. 65–72, ACM, 2014.
LD viewer - linked data presentation framework Inproceedings
In: Proceedings of the 10th International Conference on Semantic Systems, SEMANTiCS 2014, Leipzig, Germany, September 4-5, 2014, pp. 124–131, ACM, 2014.
DBpedia Viewer - An Integrative Interface for DBpedia leveraging the DBpedia Service Eco System Inproceedings
In: Proceedings of the Workshop on Linked Data on the Web co-located with the 23rd International World Wide Web Conference (WWW 2014), Seoul, Korea, April 8, 2014, CEUR-WS.org, 2014.