Search Results for author: Shubham Vatsal

Found 8 papers, 2 papers with code

Emotion Classification in Low and Moderate Resource Languages

no code implementations28 Feb 2024 Shabnam Tafreshi, Shubham Vatsal, Mona Diab

There are 7100+ active languages spoken around the world and building emotion classification for each language is labor intensive.

Classification Cross-Lingual Transfer +2

Can GPT Improve the State of Prior Authorization via Guideline Based Automated Question Answering?

no code implementations28 Feb 2024 Shubham Vatsal, Ayush Singh, Shabnam Tafreshi

Health insurance companies have a defined process called prior authorization (PA) which is a health plan cost-control process that requires doctors and other healthcare professionals to get clearance in advance from a health plan before performing a particular procedure on a patient in order to be eligible for payment coverage.

Question Answering Text Generation

Classification of US Supreme Court Cases using BERT-Based Techniques

1 code implementation17 Apr 2023 Shubham Vatsal, Adam Meyers, John E. Ortega

We compare our results for two classification tasks: (1) a broad classification task with 15 categories and (2) a fine-grained classification task with 279 categories.

Classification named-entity-recognition +5

Codeswitched Sentence Creation using Dependency Parsing

1 code implementation5 Dec 2020 Dhruval Jain, Arun D Prabhu, Shubham Vatsal, Gopi Ramena, Naresh Purre

Codeswitching has become one of the most common occurrences across multilingual speakers of the world, especially in countries like India which encompasses around 23 official languages with the number of bilingual speakers being around 300 million.

Dependency Parsing Sentence

On-Device Tag Generation for Unstructured Text

no code implementations5 Dec 2020 Manish Chugani, Shubham Vatsal, Gopi Ramena, Sukumar Moharana, Naresh Purre

With the overwhelming transition to smart phones, storing important information in the form of unstructured text has become habitual to users of mobile devices.

TAG World Knowledge

On-Device Sentence Similarity for SMS Dataset

no code implementations4 Dec 2020 Arun D Prabhu, Nikhil Arora, Shubham Vatsal, Gopi Ramena, Sukumar Moharana, Naresh Purre

Determining the sentence similarity between Short Message Service (SMS) texts/sentences plays a significant role in mobile device industry.

Keyword Extraction POS +4

On-Device Language Identification of Text in Images using Diacritic Characters

no code implementations10 Nov 2020 Shubham Vatsal, Nikhil Arora, Gopi Ramena, Sukumar Moharana, Dhruval Jain, Naresh Purre, Rachit S Munjal

In this proposed work, we aim to identify language of text in images using the presence of diacritic characters in order to improve Optical Character Recognition (OCR) performance in any given automated environment.

Language Identification object-detection +3

On-Device Information Extraction from SMS using Hybrid Hierarchical Classification

no code implementations3 Feb 2020 Shubham Vatsal, Naresh Purre, Sukumar Moharana, Gopi Ramena, Debi Prasanna Mohanty

Cluttering of SMS inbox is one of the serious problems that users today face in the digital world where every online login, transaction, along with promotions generate multiple SMS.

Classification General Classification

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