Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes
Fuente:
arXiv
Saved in:
| Main Authors: | Ting, Lo Pang-Yun, Zhao, Chengshuai, Zeng, Yu-Hua, Lim, Yuan Jee, Chuang, Kun-Ta, Liu, Huan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards Hierarchical Multi-Agent Decision-Making for Uncertainty-Aware EV Charging
by: Ting, Lo Pang-Yun, et al.
Published: (2024)
by: Ting, Lo Pang-Yun, et al.
Published: (2024)
DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing
by: Ting, Lo Pang-Yun, et al.
Published: (2025)
by: Ting, Lo Pang-Yun, et al.
Published: (2025)
CAND: Cross-Domain Ambiguity Inference for Early Detecting Nuanced Illness Deterioration
by: Ting, Lo Pang-Yun, et al.
Published: (2025)
by: Ting, Lo Pang-Yun, et al.
Published: (2025)
REC-CBM: Rubric-Aware Error-Correction Concept Bottleneck Models for Trustworthy Open-Ended Grading
by: Zhao, Chengshuai, et al.
Published: (2026)
by: Zhao, Chengshuai, et al.
Published: (2026)
Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System
by: Ting, Lo Pang-Yun, et al.
Published: (2025)
by: Ting, Lo Pang-Yun, et al.
Published: (2025)
Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI
by: Perera, Dilruk, et al.
Published: (2025)
by: Perera, Dilruk, et al.
Published: (2025)
Catching Chameleons: Detecting Evolving Disinformation Generated using Large Language Models
by: Jiang, Bohan, et al.
Published: (2024)
by: Jiang, Bohan, et al.
Published: (2024)
"Glue pizza and eat rocks" -- Exploiting Vulnerabilities in Retrieval-Augmented Generative Models
by: Tan, Zhen, et al.
Published: (2024)
by: Tan, Zhen, et al.
Published: (2024)
A Judge Agent Closes the Reliability Gap in AI-Generated Scientific Simulation
by: Yang, Chengshuai
Published: (2026)
by: Yang, Chengshuai
Published: (2026)
Probing to Refine: Reinforcement Distillation of LLMs via Explanatory Inversion
by: Tan, Zhen, et al.
Published: (2026)
by: Tan, Zhen, et al.
Published: (2026)
A Visual Leap in CLIP Compositionality Reasoning through Generation of Counterfactual Sets
by: Jia, Zexi, et al.
Published: (2025)
by: Jia, Zexi, et al.
Published: (2025)
Beyond Seen Bounds: Class-Centric Polarization for Single-Domain Generalized Deep Metric Learning
by: Yuan, Xin, et al.
Published: (2026)
by: Yuan, Xin, et al.
Published: (2026)
To See is Not to Learn: Protecting Multimodal Data from Unauthorized Fine-Tuning of Large Vision-Language Model
by: Zhao, Chengshuai, et al.
Published: (2026)
by: Zhao, Chengshuai, et al.
Published: (2026)
Eleven Primitives and Three Gates: The Universal Structure of Computational Imaging
by: Yang, Chengshuai, et al.
Published: (2026)
by: Yang, Chengshuai, et al.
Published: (2026)
InverseNet: Benchmarking Operator Mismatch and Calibration Across Compressive Imaging Modalities
by: Yang, Chengshuai, et al.
Published: (2026)
by: Yang, Chengshuai, et al.
Published: (2026)
Dementia-R1: Reinforced Pretraining and Reasoning from Unstructured Clinical Notes for Real-World Dementia Prognosis
by: Kim, Choonghan, et al.
Published: (2026)
by: Kim, Choonghan, et al.
Published: (2026)
Seen-to-Scene: Keep the Seen, Generate the Unseen for Video Outpainting
by: Jeon, Inseok, et al.
Published: (2026)
by: Jeon, Inseok, et al.
Published: (2026)
Reinforced Preference Optimization for Reasoning-Augmented Recommendations
by: Gao, Jingtong, et al.
Published: (2026)
by: Gao, Jingtong, et al.
Published: (2026)
Contextual Intelligence The Next Leap for Reinforcement Learning
by: Biedenkapp, André
Published: (2026)
by: Biedenkapp, André
Published: (2026)
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation
by: Xu, Zhichao, et al.
Published: (2025)
by: Xu, Zhichao, et al.
Published: (2025)
One Small Step with Fingerprints, One Giant Leap for De Novo Molecule Generation from Mass Spectra
by: Neo, Neng Kai Nigel, et al.
Published: (2025)
by: Neo, Neng Kai Nigel, et al.
Published: (2025)
DeepNote: Note-Centric Deep Retrieval-Augmented Generation
by: Wang, Ruobing, et al.
Published: (2024)
by: Wang, Ruobing, et al.
Published: (2024)
The Finite Primitive Basis Theorem for Computational Imaging: Formal Foundations of the OperatorGraph Representation
by: Yang, Chengshuai
Published: (2026)
by: Yang, Chengshuai
Published: (2026)
Designing Any Imaging System from Natural Language: Agent-Constrained Composition over a Finite Primitive Basis
by: Yang, Chengshuai
Published: (2026)
by: Yang, Chengshuai
Published: (2026)
Improving Clinical Note Generation from Complex Doctor-Patient Conversation
by: Li, Yizhan, et al.
Published: (2024)
by: Li, Yizhan, et al.
Published: (2024)
KunLunBaizeRAG: Reinforcement Learning Driven Inference Performance Leap for Large Language Models
by: Li, Cheng, et al.
Published: (2025)
by: Li, Cheng, et al.
Published: (2025)
Leap: Inductive Link Prediction via Learnable TopologyAugmentation
by: Samy, Ahmed E., et al.
Published: (2025)
by: Samy, Ahmed E., et al.
Published: (2025)
Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation
by: Gao, Shengxiang, et al.
Published: (2025)
by: Gao, Shengxiang, et al.
Published: (2025)
Escaping the SpuriVerse: Can Large Vision-Language Models Generalize Beyond Seen Spurious Correlations?
by: Yang, Yiwei, et al.
Published: (2025)
by: Yang, Yiwei, et al.
Published: (2025)
L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models
by: Liu, Xiaohao, et al.
Published: (2025)
by: Liu, Xiaohao, et al.
Published: (2025)
Are Today's LLMs Ready to Explain Well-Being Concepts?
by: Jiang, Bohan, et al.
Published: (2025)
by: Jiang, Bohan, et al.
Published: (2025)
Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens
by: Zhao, Chengshuai, et al.
Published: (2025)
by: Zhao, Chengshuai, et al.
Published: (2025)
NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
by: Liu, Xiangyan, et al.
Published: (2025)
by: Liu, Xiangyan, et al.
Published: (2025)
From Exposure to Internalization: Dual-Stream Calibration for In-context Clinical Reasoning
by: Zhao, Chuang, et al.
Published: (2026)
by: Zhao, Chuang, et al.
Published: (2026)
SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data
by: Bae, Suyoung, et al.
Published: (2025)
by: Bae, Suyoung, et al.
Published: (2025)
CyberBOT: Towards Reliable Cybersecurity Education via Ontology-Grounded Retrieval Augmented Generation
by: Zhao, Chengshuai, et al.
Published: (2025)
by: Zhao, Chengshuai, et al.
Published: (2025)
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning
by: Lee, Jaewoo, et al.
Published: (2024)
by: Lee, Jaewoo, et al.
Published: (2024)
Beyond the Seen: Bounded Distribution Estimation for Open-Vocabulary Learning
by: Fan, Xiaomeng, et al.
Published: (2025)
by: Fan, Xiaomeng, et al.
Published: (2025)
The Leap of Faith
Published: (2018)
Published: (2018)
C-MIG: Multi-view Information Gain-based Retrieval-Augmented Generation for Clinical Diagnosis Reasoning
by: Miao, Yuwei, et al.
Published: (2026)
by: Miao, Yuwei, et al.
Published: (2026)
Similar Items
-
Towards Hierarchical Multi-Agent Decision-Making for Uncertainty-Aware EV Charging
by: Ting, Lo Pang-Yun, et al.
Published: (2024) -
DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing
by: Ting, Lo Pang-Yun, et al.
Published: (2025) -
CAND: Cross-Domain Ambiguity Inference for Early Detecting Nuanced Illness Deterioration
by: Ting, Lo Pang-Yun, et al.
Published: (2025) -
REC-CBM: Rubric-Aware Error-Correction Concept Bottleneck Models for Trustworthy Open-Ended Grading
by: Zhao, Chengshuai, et al.
Published: (2026) -
Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System
by: Ting, Lo Pang-Yun, et al.
Published: (2025)