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Potential and Limitations of LLMs in Capturing Structured Semantics: A Case Study on SRL
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Tianjin, China, August 5, 2024 - August 8, 2024
作者:
Cheng, Ning
;
Yan, Zhaohui
;
Wang, Ziming
;
Li, Zhijie
;
Yu, Jiaming
Adobe PDF(46717Kb)
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浏览/下载:356/1
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提交时间:2024/09/06
Computational linguistics
Case-studies
Interpretability
Language model
Language understanding
Large language model
Modeling abilities
Natural languages
Semantic role labeling
Semantic structures
Structured semantic
SLInterpreter: An Exploratory and Iterative Human-AI Collaborative System for GNN-based Synthetic Lethal Prediction
期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2024, 卷号: PP, 期号: 99, 页码: 919-929
作者:
Haoran Jiang
;
Shaohan Shi
;
Shuhao Zhang
;
Jie Zheng
;
Quan Li
Adobe PDF(8540Kb)
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浏览/下载:273/46
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提交时间:2024/09/30
Economic and social effects
Collaborative systems
Graph neural networks
Interpretability
Iterative human-AI collaboration
Knowledge graphs
Model interpretability
Network-based
Synthetic lethal
Synthetic lethality
Visual analytics
A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification
会议论文
THE ELEVENTH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS (ICLR 2023), Kigali, Rwanda, 2023-5-1
作者:
Hu, Xiang
;
Kong, Xinyu
;
Tu, Ke wei
Adobe PDF(2202Kb)
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浏览/下载:505/0
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提交时间:2023/03/12
Classification (of information)
Computational linguistics
Forecasting
Multilayer neural networks
Network layers
Text processing
Trees (mathematics)
Interpretability
Language model
Layer stacking
Learn+
Network-based
Neural modelling
Probabilistic models
Stacking architecture
Structured language
Text classification
DPDudoNet: Deep-Prior Based Dual-Domain Network for Low-Dose Computed Tomography Reconstruction
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, September 22, 2022 - September 22, 2022
作者:
Komolafe, Temitope Emmanuel
;
Sun, Yuhang
;
Wang, Nizhuan
;
Sun, Kaicong
;
Cao, Guohua
Adobe PDF(27054Kb)
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浏览/下载:338/4
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提交时间:2022/11/04
Computerized tomography
Image reconstruction
Iterative methods
Medical imaging
Data consistency
Densenet
Dose computed tomographies
Dual domain
Generalizability
Interpretability
Low dose
Low-dose computed tomography
Model-based algorithms
Tomography reconstruction
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