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08/15/2023
LLM-Mini-CEX: Automatic Evaluation of Large Language Model for Diagnostic Conversation
There is an increasing interest in developing LLMs for medical diagnosis...
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11/21/2022
CBEAF-Adapting: Enhanced Continual Pretraining for Building Chinese Biomedical Language Model
Continual pretraining is a standard way of building a domain-specific pr...
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06/30/2022
FL-Tuning: Layer Tuning for Feed-Forward Network in Transformer
Prompt tuning is an emerging way of adapting pre-trained language models...
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03/18/2022
Prompt-based Generative Approach towards Multi-Hierarchical Medical Dialogue State Tracking
The medical dialogue system is a promising application that can provide ...
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01/22/2021
A multi-perspective combined recall and rank framework for Chinese procedure terminology normalization
Medical terminology normalization aims to map the clinical mention to te...
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08/21/2019
Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text
Entity and relation extraction is the necessary step in structuring medi...
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08/19/2019
Question Answering based Clinical Text Structuring Using Pre-trained Language Model
Clinical text structuring is a critical and fundamental task for clinica...
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12/24/2018
PatientEG Dataset: Bringing Event Graph Model with Temporal Relations to Electronic Medical Records
Medical activities, such as diagnoses, medicine treatments, and laborato...
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08/27/2018
Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions
Clinical Named Entity Recognition (CNER) aims to identify and classify c...
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07/18/2018
Recurrent Capsule Network for Relations Extraction: A Practical Application to the Severity Classification of Coronary Artery Disease
Coronary artery disease (CAD) is one of the leading causes of cardiovasc...
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05/13/2018
An attention-based Bi-GRU-CapsNet model for hypernymy detection between compound entities
Named entities which composed of multiple continuous words frequently oc...
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04/13/2018