Search Results for author: Pratik Jayarao

Found 4 papers, 0 papers with code

Retraining DistilBERT for a Voice Shopping Assistant by Using Universal Dependencies

no code implementations29 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.

Language Modelling Natural Language Understanding +1

Exploring Neural Architectures And Techniques For Typologically Diverse Morphological Inflection

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.

Hallucination Morphological Inflection

Intent Detection for code-mix utterances in task oriented dialogue systems

no code implementations7 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.

Intent Detection Task-Oriented Dialogue Systems

Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems

no code implementations6 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.

named-entity-recognition Named Entity Recognition +5

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