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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...
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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...
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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...
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02/17/2023
Copula-based synthetic population generation
Population synthesis consists of generating synthetic but realistic repr...
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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...
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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...
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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...
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11/24/2022
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt
Automatic International Classification of Diseases (ICD) coding aims to ...
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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 ...
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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 ...
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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...
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08/31/2019
Generating Classical Chinese Poems from Vernacular Chinese
Classical Chinese poetry is a jewel in the treasure house of Chinese cul...
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04/22/2018