Publications

2022

Language Model Guided Knowledge Graph Embeddings

Mirza Mohtashim Alam, Md Rashad Al Hasan Rony, Mojtaba Nayyeri, Karishma Mohiuddin, Mst. Mahfuja Akter, Sahar Vahdati, and Jens Lehmann.
Accepted to IEEE Access [paper]

SGPT: A Generative Approach for SPARQL Query Generation from Natural Language Questions

Md Rashad Al Hasan Rony, Uttam Kumar, Roman Teucher, Liubov Kovriguina, and Jens Lehmann.
Accepted to IEEE Access [paper]

Climate Bot: A Machine Reading Comprehension System for Climate Change Question

Md Rashad Al Hasan Rony, Ying Zuo, Liubov Kovriguina, Roman Teucher, Jens Lehmann.
Accepted to IJCAI-ECAI 2022 [paper]

Tree-KGQA: An Unsupervised Approach for Question Answering Over Knowledge Graphs

Md Rashad Al Hasan Rony, Debanjan Chaudhuri, Ricardo Usbeck, Jens Lehmann.
Accepted to IEEE Access [paper]

DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation

Md Rashad Al Hasan Rony, Ricardo Usbeck, Jens Lehmann.
Accepted to NAACL 2022 [paper]

RoMe: A Robust Metric for Evaluating Natural Language Generation

Md Rashad Al Hasan Rony, Liubov Kovriguina, Debanjan Chaudhuri, Ricardo Usbeck, Jens Lehmann.
Accepted to ACL 2022 [paper]

2021

Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers

Debanjan Chaudhuri, Md Rashad Al Hasan Rony, Jens Lehmann.
Accepted to ESWC 2021 [paper]

2019

Using a KG-Copy Network for Non-Goal Oriented Dialogues

Debanjan Chaudhuri, Md Rashad Al Hasan Rony, Simon Jordan, Jens Lehmann.
Accepted to ISWC 2019 [paper]

Statistical Analysis and Identification of Important Factors of Liver Disease using Machine Learning and Deep Learning Architecture

Md Kabirul Islam, Mirza Mohtashim Alam, Md Rashad Al Hasan Rony, Karishma Mohiuddin.
Accepted to ICIAI 2019 [paper]

2018

Hand Gesture Recognition Using Image Segmentation and Deep Neural Network

Md Rashad Al Hasan Rony, Mirza Mohtashim Alam.
Accepted to ICMV 2018 [paper]

2017

Predicting stock movement using sentiment analysis of Twitter feed

Pranjal Chakraborty, Ummay Sani Pria, Md Rashad Al Hasan Rony, Mahbub Alam Majumdar.
Accepted to ICIEV-ISCMHT 2017 [paper]