P-Transformer: A Prompt-based Multimodal Transformer Architecture For Medical Tabular Data
Fuente:
arXiv
Saved in:
| Main Authors: | Ruan, Yucheng, Lan, Xiang, Tan, Daniel J., Abdullah, Hairil Rizal, Feng, Mengling |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Prediction of mortality and resource utilization in critical care: a deep learning approach using multimodal electronic health records with natural language processing techniques
by: Ruan, Yucheng, et al.
Published: (2025)
by: Ruan, Yucheng, et al.
Published: (2025)
Language Modeling on Tabular Data: A Survey of Foundations, Techniques and Evolution
by: Ruan, Yucheng, et al.
Published: (2024)
by: Ruan, Yucheng, et al.
Published: (2024)
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics
by: He, Kai, et al.
Published: (2023)
by: He, Kai, et al.
Published: (2023)
Beyond Semantics: An Evidential Reasoning-Aware Multi-View Learning Framework for Trustworthy Mental Health Prediction
by: Ruan, Yucheng, et al.
Published: (2026)
by: Ruan, Yucheng, et al.
Published: (2026)
Enhancing Diagnostic Accuracy through Multi-Agent Conversations: Using Large Language Models to Mitigate Cognitive Bias
by: Ke, Yu He, et al.
Published: (2024)
by: Ke, Yu He, et al.
Published: (2024)
DivScore: Zero-Shot Detection of LLM-Generated Text in Specialized Domains
by: Chen, Zhihui, et al.
Published: (2025)
by: Chen, Zhihui, et al.
Published: (2025)
On the Encoding of Gender in Transformer-based ASR Representations
by: Krishnan, Aravind, et al.
Published: (2024)
by: Krishnan, Aravind, et al.
Published: (2024)
GEM: Empowering MLLM for Grounded ECG Understanding with Time Series and Images
by: Lan, Xiang, et al.
Published: (2025)
by: Lan, Xiang, et al.
Published: (2025)
Enhancing Summarization Performance through Transformer-Based Prompt Engineering in Automated Medical Reporting
by: van Zandvoort, Daphne, et al.
Published: (2023)
by: van Zandvoort, Daphne, et al.
Published: (2023)
An Automatic Prompt Generation System for Tabular Data Tasks
by: Akella, Ashlesha, et al.
Published: (2024)
by: Akella, Ashlesha, et al.
Published: (2024)
On The Role of Prompt Construction In Enhancing Efficacy and Efficiency of LLM-Based Tabular Data Generation
by: Banday, Banooqa, et al.
Published: (2024)
by: Banday, Banooqa, et al.
Published: (2024)
oRetrieval Augmented Generation for 10 Large Language Models and its Generalizability in Assessing Medical Fitness
by: Ke, Yu He, et al.
Published: (2024)
by: Ke, Yu He, et al.
Published: (2024)
Leveraging Sentence-oriented Augmentation and Transformer-Based Architecture for Vietnamese-Bahnaric Translation
by: Nguyen, Tan Sang, et al.
Published: (2026)
by: Nguyen, Tan Sang, et al.
Published: (2026)
Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report
by: Ke, YuHe, et al.
Published: (2024)
by: Ke, YuHe, et al.
Published: (2024)
Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs
by: Jin, Yijie, et al.
Published: (2025)
by: Jin, Yijie, et al.
Published: (2025)
ZeroLM: Data-Free Transformer Architecture Search for Language Models
by: Chen, Zhen-Song, et al.
Published: (2025)
by: Chen, Zhen-Song, et al.
Published: (2025)
Transformer-based Single-Cell Language Model: A Survey
by: Lan, Wei, et al.
Published: (2024)
by: Lan, Wei, et al.
Published: (2024)
A Transformer-based Neural Architecture Search Method
by: Wang, Shang, et al.
Published: (2025)
by: Wang, Shang, et al.
Published: (2025)
GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment Analysis
by: Jin, Yijie
Published: (2024)
by: Jin, Yijie
Published: (2024)
Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis
by: Cromp, Sonia, et al.
Published: (2025)
by: Cromp, Sonia, et al.
Published: (2025)
Transfer Learning and Transformer Architecture for Financial Sentiment Analysis
by: Rehman, Tohida, et al.
Published: (2024)
by: Rehman, Tohida, et al.
Published: (2024)
Circuit Complexity Bounds for RoPE-based Transformer Architecture
by: Chen, Bo, et al.
Published: (2024)
by: Chen, Bo, et al.
Published: (2024)
TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting
by: Cao, Defu, et al.
Published: (2023)
by: Cao, Defu, et al.
Published: (2023)
m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt
by: Yang, Jian, et al.
Published: (2024)
by: Yang, Jian, et al.
Published: (2024)
Born a Transformer -- Always a Transformer? On the Effect of Pretraining on Architectural Abilities
by: Jobanputra, Mayank, et al.
Published: (2025)
by: Jobanputra, Mayank, et al.
Published: (2025)
Prompt4Vis: Prompting Large Language Models with Example Mining and Schema Filtering for Tabular Data Visualization
by: Li, Shuaimin, et al.
Published: (2024)
by: Li, Shuaimin, et al.
Published: (2024)
Comprehensive Evaluation of Multimodal AI Models in Medical Imaging Diagnosis: From Data Augmentation to Preference-Based Comparison
by: Ruan, Cailian, et al.
Published: (2024)
by: Ruan, Cailian, et al.
Published: (2024)
AMPLIFY:Attention-based Mixup for Performance Improvement and Label Smoothing in Transformer
by: Yang, Leixin, et al.
Published: (2023)
by: Yang, Leixin, et al.
Published: (2023)
A Two-Stage Architecture for NDA Analysis: LLM-based Segmentation and Transformer-based Clause Classification
by: Begnini, Ana, et al.
Published: (2026)
by: Begnini, Ana, et al.
Published: (2026)
The Curved Spacetime of Transformer Architectures
by: Di Sipio, Riccardo, et al.
Published: (2025)
by: Di Sipio, Riccardo, et al.
Published: (2025)
The End of Transformers? On Challenging Attention and the Rise of Sub-Quadratic Architectures
by: Fichtl, Alexander M., et al.
Published: (2025)
by: Fichtl, Alexander M., et al.
Published: (2025)
Multimodal Detection of Bots on X (Twitter) using Transformers
by: Ilias, Loukas, et al.
Published: (2023)
by: Ilias, Loukas, et al.
Published: (2023)
GAP: Graph-Assisted Prompts for Dialogue-based Medication Recommendation
by: Zhong, Jialun, et al.
Published: (2025)
by: Zhong, Jialun, et al.
Published: (2025)
PromptCL: Improving Event Representation via Prompt Template and Contrastive Learning
by: Feng, Yubo, et al.
Published: (2024)
by: Feng, Yubo, et al.
Published: (2024)
Mitigating Bias in Text Classification via Prompt-Based Text Transformation
by: Barker, Charmaine, et al.
Published: (2023)
by: Barker, Charmaine, et al.
Published: (2023)
Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer Inference
by: Fei, Weizhi, et al.
Published: (2025)
by: Fei, Weizhi, et al.
Published: (2025)
TabSTAR: A Tabular Foundation Model for Tabular Data with Text Fields
by: Arazi, Alan, et al.
Published: (2025)
by: Arazi, Alan, et al.
Published: (2025)
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
by: Liang, Weixin, et al.
Published: (2024)
by: Liang, Weixin, et al.
Published: (2024)
ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance
by: Antoun, Wissam, et al.
Published: (2025)
by: Antoun, Wissam, et al.
Published: (2025)
TabDistill: Distilling Transformers into Neural Nets for Few-Shot Tabular Classification
by: Dissanayake, Pasan, et al.
Published: (2025)
by: Dissanayake, Pasan, et al.
Published: (2025)
Similar Items
-
Prediction of mortality and resource utilization in critical care: a deep learning approach using multimodal electronic health records with natural language processing techniques
by: Ruan, Yucheng, et al.
Published: (2025) -
Language Modeling on Tabular Data: A Survey of Foundations, Techniques and Evolution
by: Ruan, Yucheng, et al.
Published: (2024) -
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics
by: He, Kai, et al.
Published: (2023) -
Beyond Semantics: An Evidential Reasoning-Aware Multi-View Learning Framework for Trustworthy Mental Health Prediction
by: Ruan, Yucheng, et al.
Published: (2026) -
Enhancing Diagnostic Accuracy through Multi-Agent Conversations: Using Large Language Models to Mitigate Cognitive Bias
by: Ke, Yu He, et al.
Published: (2024)