Zonghai Yao | DeepAI

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∙ 08/07/2023

PaniniQA: Enhancing Patient Education Through Interactive Question Answering

Patient portal allows discharged patients to access their personalized d...

0 Pengshan Cai, et al. ∙

∙ 06/29/2023

UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations?

This paper presents UMASS_BioNLP team participation in the MEDIQA-Chat 2...

0 Junda Wang, et al. ∙

∙ 05/20/2023

Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond

Is the output softmax layer, which is adopted by most language models (L...

0 Haw-Shiuan Chang, et al. ∙

∙ 03/09/2023

Controllable Video Generation by Learning the Underlying Dynamical System with Neural ODE

Videos depict the change of complex dynamical systems over time in the f...

0 Yucheng Xu, et al. ∙

∙ 12/06/2022

Automated Identification of Eviction Status from Electronic Health Record Notes

Objective: Evictions are involved in a cascade of negative events that c...

0 Zonghai Yao, et al. ∙

∙ 11/24/2022

Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt

Automatic International Classification of Diseases (ICD) coding aims to ...

0 Zhichao Yang, et al. ∙

∙ 11/18/2022

Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing

Pretrained language models (PLMs) have motivated research on what kinds ...

0 Zonghai Yao, et al. ∙

∙ 10/12/2022

MedJEx: A Medical Jargon Extraction Model with Wiki's Hyperlink Span and Contextualized Masked Language Model Score

This paper proposes a new natural language processing (NLP) application ...

0 Sunjae Kwon, et al. ∙

∙ 08/26/2022

Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record Context

Language Models (LMs) have performed well on biomedical natural language...

0 Zonghai Yao, et al. ∙

∙ 06/01/2021

Improving Formality Style Transfer with Context-Aware Rule Injection

Models pre-trained on large-scale regular text corpora often do not work...

0 Zonghai Yao, et al. ∙

∙ 10/12/2020

Zero-shot Entity Linking with Efficient Long Range Sequence Modeling

This paper considers the problem of zero-shot entity linking, in which a...

0 Zonghai Yao, et al. ∙

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