no code implementations • 29 Mar 2021 • Pratik Jayarao, Arpit Sharma
The generic language models such as BERT and RoBERTa are useful for domain-independent assistants but have limitations when they cater to a specific domain.
no code implementations • WS 2020 • Pratik Jayarao, Siddhanth Pillay, Pranav Thombre, Aditi Chaudhary
Morphological inflection in low resource languages is critical to augment existing corpora in Low Resource Languages, which can help develop several applications in these languages with very good social impact.
no code implementations • 7 Dec 2018 • Pratik Jayarao, Aman Srivastava
Our aim is to find the best suitable combination of vector representation and models for the process of intent detection for Code Mix utterances.
no code implementations • 6 Dec 2018 • Pratik Jayarao, Chirag Jain, Aman Srivastava
Named Entity Recognition (NER), a classic sequence labelling task, is an essential component of natural language understanding (NLU) systems in task-oriented dialog systems for slot filling.