Mr Nivranshu Pasricha


 
researcher
 

Biography

I am a PhD student funded by CRT-AI in the Unit for Natural Language Processing at the Data Science Institute, National University of Ireland, Galway, where I am supervised by Dr. Paul Buitelaar and Dr. Mihael Arčan. My research is in the field of Natural Language Generation which is a subfield of Artificial Intelligence and Computational Linguistics that is concerned with tools and techniques to produce meaningful texts in a human language such as English from some underlying non-linguistic representation of information. 

I hold an MSc. in Computer Science (Data Analytics) from National University of Ireland, Galway where my thesis was focused on detecting bot behaviour in social media, under the supervision of Dr. Conor Hayes. Prior to joining the PhD programme, I worked as a Research Assistant at the Insight Centre for Data Analytics at NUI Galway on the NURS project (Neural Machine Translation in Under Resourced Scenario) in collaboration with the United Language Group in Barcelona. The project aimed to improve the performance of Neural Machine Translation in low-resource and domain-specific scenarios by leveraging knowledge from existing Rule-Based Machine Translation systems.

Conference Publications

  Year Publication
(2021) Proceedings of the 1st Workshop on Natural Language Generation, Evaluation, and Metrics (GEM 2021)
Pasricha, N; Arcan, M; Buitelaar P (2021) NUIG-DSI’s submission to The GEM Benchmark 2021 Proceedings of the 1st Workshop on Natural Language Generation, Evaluation, and Metrics (GEM 2021) Online, , 06-AUG-21 - 06-AUG-21 , pp.148-154 [Details]
(2020) 3rd WebNLG Workshop on Natural Language Generation from the Semantic Web (WebNLG+ 2020)
Pasricha N; Arcan M; Buitelaar P (2020) NUIG-DSI at the WebNLG+ challenge: Leveraging Transfer Learning for RDF-to-text generation 3rd WebNLG Workshop on Natural Language Generation from the Semantic Web (WebNLG+ 2020) Dublin, Ireland (Virtual), , 18-DEC-20 - 18-DEC-20 [ARAN Link] [Details]
(2020) 3rd WebNLG Workshop on Natural Language Generation from the Semantic Web (WebNLG+ 2020)
Pasricha N; Arcan M; Buitelaar P (2020) Utilising Knowledge Graph Embeddings for Data-to-Text Generation 3rd WebNLG Workshop on Natural Language Generation from the Semantic Web (WebNLG+ 2020) Dublin, Ireland (Virtual), , 18-DEC-20 - 18-DEC-20 [ARAN Link] [Details]
(2019) Proceedings of Machine Translation Summit XVII Volume 2: Translator, Project and User Tracks
Torregrosa, Daniel and Pasricha, Nivranshu and Masoud, Maraim and Chakravarthi, Bharathi Raja and Alonso, Juan and Casas, Noe and Arcan, Mihael (2019) Leveraging Rule-Based Machine Translation Knowledge for Under-Resourced Neural Machine Translation Models Proceedings of Machine Translation Summit XVII Volume 2: Translator, Project and User Tracks Dublin, Ireland, , pp.125-133 [Details]
(2019) 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science
Pasricha N; Hayes C (2019) Detecting Bot Behaviour in Social Media using Digital DNA Compression 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science Galway, Ireland, , 05-DEC-19 - 06-DEC-19 [ARAN Link] [Details]

Employment

  Employer Position From / To
Insight Centre for Data Analytics Research Assistant 01-SEP-18 / 31-AUG-19

Education

  Year Institution Qualification Subject
2018 National University of Ireland Galway MSc Computer Science (Data Analytics)