Parul Awasthy  Parul Awasthy photo         

contact information

Senior Research Engineer, Multilingual NLP Technologies
Thomas J. Watson Research Center, Yorktown Heights, NY USA



Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks
Parul Awasthy, Bishwaranjan Bhattacharjee, John Kender, Radu Florian
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 113-118, 2020
Abstract   transfer of learning, sequence labeling, model selection, f1 score, machine learning, computer science, curriculum, artificial intelligence, source model, training set

Cross-Lingual Relation Extraction with Transformers
Jian Ni, Taesun Moon, Parul Awasthy, Radu Florian
arXiv preprint arXiv:2010.08652, 2020
Abstract   information extraction, relationship extraction, feature learning, artificial neural network, encoding, natural language processing, encode, computer science, annotation, artificial intelligence, cross lingual

Cascaded Models for Better Fine-Grained Named Entity Recognition
Parul Awasthy, Taesun Moon, Jian Ni, Radu Florian
arXiv preprint arXiv:2009.07317, 2020
Abstract   named entity recognition, relationship extraction, natural language, natural language processing, computer science, law enforcement, artificial intelligence, training set

Event Presence Prediction Helps Trigger Detection Across Languages
Parul Awasthy, Tahira Naseem, Jian Ni, Taesun Moon, Radu Florian
arXiv preprint arXiv:2009.07188, 2020
Abstract   sequence labeling, information retrieval applications, sentence, security token, natural language processing, computer science, architecture, artificial intelligence


Towards Lingua Franca Named Entity Recognition with BERT
Taesun Moon, Parul Aswathy, Jian Ni, Radu Florian
arXiv preprint arXiv:1912.01389, 2019
Abstract   relational database, natural language processing, named entity recognition, multi task learning, lingua franca, information extraction, german, constructed language, computer science, artificial intelligence, arabic


Using Watson for Supporting Design Creativity
Ashok Goel, Parul Awasthy, Brian Creeden, Mithun Kumble, Shanu Salunke, Sriya Sarathy, Abhinaya Shetty, Divya Vijayaraghavan, Bryan Wiltgen
DS 86: Proceedings of The Fourth International Conference on Design Creativity,Georgia Institute of Technology, Atlanta, GA, USA, 2016
Abstract   watson, support design, psychology, ibm, georgia tech, design research, creativity, computational creativity, cognitive science, cognition