24 citations · 28 across the 4 of their papers we have counts for
6 papers · 1 filter
LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications
Saranya Krishnamoorthy, Ayush Singh, Shabnam Tafreshi
Electronic health records (EHR) even though a boon for healthcare practitioners, are growing convoluted and longer every day. Sifting around these lengthy EHRs is taxing and become…
Emotion Classification in Low and Moderate Resource Languages
Shabnam Tafreshi, Shubham Vatsal, Mona Diab
It is important to be able to analyze the emotional state of people around the globe. There are 7100+ active languages spoken around the world and building emotion classification f…
Can GPT Improve the State of Prior Authorization via Guideline Based Automated Question Answering?
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 professiona…
Empathic Conversations: A Multi-level Dataset of Contextualized Conversations
Damilola Omitaomu, Shabnam Tafreshi, Tingting Liu +5
Empathy is a cognitive and emotional reaction to an observed situation of others. Empathy has recently attracted interest because it has numerous applications in psychology and AI,…
GWU NLP Lab at SemEval-2019 Task 3: EmoContext: Effective Contextual Information in Models for Emotion Detection in Sentence-level in a Multigenre Corpus
Shabnam Tafreshi, Mona Diab
In this paper we present an emotion classifier model submitted to the SemEval-2019 Task 3: EmoContext. The task objective is to classify emotion (i.e. happy, sad, angry) in a 3-tur…
The ARIEL-CMU Systems for LoReHLT18
Aditi Chaudhary, Siddharth Dalmia, Junjie Hu +27
This paper describes the ARIEL-CMU submissions to the Low Resource Human Language Technologies (LoReHLT) 2018 evaluations for the tasks Machine Translation (MT), Entity Discovery a…