Search Results for author: Bhanu Pratap Singh Rawat

Found 8 papers, 5 papers with code

Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding

1 code implementation7 Oct 2022 Zhichao Yang, Shufan Wang, Bhanu Pratap Singh Rawat, Avijit Mitra, Hong Yu

Automatic International Classification of Diseases (ICD) coding aims to assign multiple ICD codes to a medical note with average length of 3, 000+ tokens.

Contrastive Learning Medical Code Prediction

ScAN: Suicide Attempt and Ideation Events Dataset

1 code implementation NAACL 2022 Bhanu Pratap Singh Rawat, Samuel Kovaly, Wilfred R. Pigeon, Hong Yu

In this study, we first built Suicide Attempt and Ideation Events (ScAN) dataset, a subset of the publicly available MIMIC III dataset spanning over 12k+ EHR notes with 19k+ annotated SA and SI events information.


Conversational Machine Comprehension: a Literature Review

no code implementations COLING 2020 Somil Gupta, Bhanu Pratap Singh Rawat, Hong Yu

Conversational Machine Comprehension (CMC), a research track in conversational AI, expects the machine to understand an open-domain natural language text and thereafter engage in a multi-turn conversation to answer questions related to the text.

Machine Reading Comprehension Natural Language Understanding +1

Entity-Enriched Neural Models for Clinical Question Answering

2 code implementations WS 2020 Bhanu Pratap Singh Rawat, Wei-Hung Weng, So Yeon Min, Preethi Raghavan, Peter Szolovits

We explore state-of-the-art neural models for question answering on electronic medical records and improve their ability to generalize better on previously unseen (paraphrased) questions at test time.

Question Answering

Continual Domain-Tuning for Pretrained Language Models

no code implementations5 Apr 2020 Subendhu Rongali, Abhyuday Jagannatha, Bhanu Pratap Singh Rawat, Hong Yu

Pre-trained language models (LM) such as BERT, DistilBERT, and RoBERTa can be tuned for different domains (domain-tuning) by continuing the pre-training phase on a new target domain corpus.

Continual Learning

Group Affect Prediction Using Multimodal Distributions

1 code implementation17 Sep 2017 Saqib Shamsi, Bhanu Pratap Singh Rawat, Manya Wadhwa

We describe our approach towards building an efficient predictive model to detect emotions for a group of people in an image.

Emotion Recognition

Can Evolutionary Sampling Improve Bagged Ensembles?

1 code implementation3 Oct 2016 Harsh Nisar, Bhanu Pratap Singh Rawat

In this extended abstract, we lay the groundwork for a new family of methods under the P&C umbrella, known as Evolutionary Sampling (ES).

Evolutionary Algorithms

Cannot find the paper you are looking for? You can Submit a new open access paper.