Zhichao Yang | DeepAI

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Hong Yu
55 publications
Fei Li
53 publications
Yansong Feng
49 publications
Kun Chen
37 publications
Andrew Lan
23 publications
Zichao Wang
16 publications
Yi Cao
15 publications
Shufan Wang
12 publications
David C. Hoaglin
12 publications
Zonghai Yao
11 publications
Sunjae Kwon
8 publications

∙ 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. ∙

∙ 06/01/2023

Interpretable Math Word Problem Solution Generation Via Step-by-step Planning

Solutions to math word problems (MWPs) with step-by-step explanations ar...

0 Mengxue Zhang, et al. ∙

∙ 05/02/2023

Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information

Visual Word Sense Disambiguation (VWSD) is a task to find the image that...

0 Sunjae Kwon, et al. ∙

∙ 02/17/2023

Copula-based synthetic population generation

Population synthesis consists of generating synthetic but realistic repr...

0 Pascal Jutras-Dubé, et al. ∙

∙ 12/22/2022

Enhancing the prediction of disease outcomes using electronic health records and pretrained deep learning models

Question: Can an encoder-decoder architecture pretrained on a large data...

0 Zhichao Yang, et al. ∙

∙ 12/11/2022

Associations Between Natural Language Processing (NLP) Enriched Social Determinants of Health and Suicide Death among US Veterans

Importance: Social determinants of health (SDOH) are known to be associa...

0 Avijit Mitra, et al. ∙

∙ 11/26/2022

An Automatic SOAP Classification System Using Weakly Supervision And Transfer Learning

In this paper, we introduce a comprehensive framework for developing a m...

0 Sunjae Kwon, 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. ∙

∙ 10/07/2022

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

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

0 Zhichao Yang, 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. ∙

∙ 08/31/2019

Generating Classical Chinese Poems from Vernacular Chinese

Classical Chinese poetry is a jewel in the treasure house of Chinese cul...

5 Zhichao Yang, et al. ∙

∙ 04/22/2018

Word Embedding Perturbation for Sentence Classification

In this technique report, we aim to mitigate the overfitting problem of ...

0 Dongxu Zhang, et al. ∙

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