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05/26/2023
Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning
Large language models (LLMs) have recently shown great potential for in-...
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05/22/2023
DEGREE: Decomposition Based Explanation For Graph Neural Networks
Graph Neural Networks (GNNs) are gaining extensive attention for their a...
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04/26/2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond
This paper presents a comprehensive and practical guide for practitioner...
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03/24/2023
LLM for Patient-Trial Matching: Privacy-Aware Data Augmentation Towards Better Performance and Generalizability
The process of matching patients with suitable clinical trials is essent...
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03/23/2023
SPeC: A Soft Prompt-Based Calibration on Mitigating Performance Variability in Clinical Notes Summarization
Electronic health records (EHRs) store an extensive array of patient inf...
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03/20/2023
Did You Train on My Dataset? Towards Public Dataset Protection with Clean-Label Backdoor Watermarking
The huge supporting training data on the Internet has been a key factor ...
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03/19/2023
PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data
Detailed phenotype information is fundamental to accurate diagnosis and ...
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03/08/2023
Does Synthetic Data Generation of LLMs Help Clinical Text Mining?
Recent advancements in large language models (LLMs) have led to the deve...
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02/18/2023
Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning
Liver transplant is an essential therapy performed for severe liver dise...
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11/08/2021
Defense Against Explanation Manipulation
Explainable machine learning attracts increasing attention as it improve...
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06/23/2021
Fairness via Representation Neutralization
Existing bias mitigation methods for DNN models primarily work on learni...
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11/17/2020
Deep Serial Number: Computational Watermarking for DNN Intellectual Property Protection
In this paper, we introduce DSN (Deep Serial Number), a new watermarking...
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06/15/2020
Mitigating Gender Bias in Captioning Systems
Image captioning has made substantial progress with huge supporting imag...
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06/15/2020