Phd Student
Enterprise Information System
Fraunhofer IAIS Dresden
Profiles: LinkedIn, Google Scholar, Twitter, GitHub
Zwickauer Str. 46, 01069 Dresden, Germany
rah.rony@gmail.com
Short CV
Md Rashad Al Hasan Rony is a Doctoral Researcher working at Fraunhofer IAIS Dresden. His main area of research is knowledge graph based conversational AI. His research interests also include Deep learning and Natural language processing.
Research Interests
- Conversational AI and Dialogue Systems
- Machine Learning
- Natural Language Processing
- Deep Learning
- Artificial Intelligence
- Knowledge Graphs
Projects
- SPEAKER
- VW Emphatic DS
- Knowledge-Driven Dialogue System (KDDS)
Publications
2022
RoMe: A Robust Metric for Evaluating Natural Language Generation Proceedings Article
In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, pp. 5645–5657, Association for Computational Linguistics, 2022.
Climate Bot: A Machine Reading Comprehension System for Climate Change Question Answering Proceedings Article
In: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022, pp. 5249–5252, ijcai.org, 2022.
DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation Proceedings Article
In: Findings of the Association for Computational Linguistics: NAACL 2022, Seattle, WA, United States, July 10-15, 2022, pp. 2557–2571, Association for Computational Linguistics, 2022.
Language Model Guided Knowledge Graph Embeddings Journal Article
In: IEEE Access, vol. 10, pp. 76008–76020, 2022.
Tree-KGQA: An Unsupervised Approach for Question Answering Over Knowledge Graphs Journal Article
In: IEEE Access, vol. 10, pp. 50467–50478, 2022.
SGPT: A Generative Approach for SPARQL Query Generation From Natural Language Questions Journal Article
In: IEEE Access, vol. 10, pp. 70712–70723, 2022.
2021
Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers Proceedings Article
In: The Semantic Web - 18th International Conference, ESWC 2021, Virtual Event, June 6-10, 2021, Proceedings, pp. 323–339, Springer, 2021.
2020
The Effect of Rule Injectionin a Leakage Free Dataset Proceedings Article
In: Proceedings of the International Workshop on Knowledge Representation and Representation Learning co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Virtual Event, September, 2020, pp. 28–35, CEUR-WS.org, 2020.
2019
Statistical Analysis and Identification of Important Factors of Liver Disease using Machine Learning and Deep Learning Architecture Proceedings Article
In: ICIAI 2019: The 3rd International Conference on Innovation in Artificial Intelligence, Suzhou, China, March 15-18, 2019, pp. 131–137, ACM, 2019.
Using a KG-Copy Network for Non-goal Oriented Dialogues Proceedings Article
In: The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part I, pp. 93–109, Springer, 2019.
2018
Hand gesture recognition using image segmentation and deep neural network Proceedings Article
In: Eleventh International Conference on Machine Vision, ICMV 2018, Munich, Germany, 1-3 November 2018, pp. 1104115, SPIE, 2018.