Image de couverture de livre

Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Hanyin, Gao, Chufan, Xu, Qiping, Liu, Bolun, Hussein, Guleid, Korsapati, Hariprasad, Labban, Mohamad El, Iheasirim, Kingsley, Hassan, Mohamed, Anil, Gokhan, Bartlett, Brian, Sun, Jimeng
Format:	Preprint
Publié:	2024
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation
par: Wang, Hanyin, et autres
Publié: (2024)

Reinforcement Learning for Out-of-Distribution Reasoning in LLMs: An Empirical Study on Diagnosis-Related Group Coding
par: Wang, Hanyin, et autres
Publié: (2025)

Stone heart syndrome: A curious case of digoxin toxicity and calcium infusion
par: Guleid Hussein, et autres
Publié: (2024)

Deep Learning on Hester Davis Scores for Inpatient Fall Prediction
par: Salehinejad, Hojjat, et autres
Publié: (2025)

Utilizing Training Data to Improve LLM Reasoning for Tabular Understanding
par: Gao, Chufan, et autres
Publié: (2025)

Language Interaction Network for Clinical Trial Approval Estimation
par: Gao, Chufan, et autres
Publié: (2024)

TTM-RE: Memory-Augmented Document-Level Relation Extraction
par: Gao, Chufan, et autres
Publié: (2024)

MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement
par: Wang, Zifeng, et autres
Publié: (2023)

Automatically Labeling Clinical Trial Outcomes: A Large-Scale Benchmark for Drug Development
par: Gao, Chufan, et autres
Publié: (2024)

TrialSynth: Generation of Synthetic Sequential Clinical Trial Data
par: Gao, Chufan, et autres
Publié: (2024)

Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains
par: Gunjal, Anisha, et autres
Publié: (2025)

Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains
par: Su, Yi, et autres
Publié: (2025)

Comprehensive Benchmarking of YOLOv11 Architectures for Scalable and Granular Peripheral Blood Cell Detection
par: Ali, Mohamad Abou, et autres
Publié: (2025)

Convex Holder bound and its applications
par: M, Hariprasad
Publié: (2025)

Recursive eigen extrusion: Expanding eigenbasis conjecture
par: Hariprasad, M
Publié: (2019)

Prompt Sensitivity and Answer Consistency of Small Open-Source Language Models for Clinical Question Answering in Low-Resource Healthcare
par: Hariprasad, Shravani
Publié: (2026)

Neural Signals Generate Clinical Notes in the Wild
par: Pradeepkumar, Jathurshan, et autres
Publié: (2026)

Masked-and-Reordered Self-Supervision for Reinforcement Learning from Verifiable Rewards
par: Wang, Zhen, et autres
Publié: (2025)

Synthetic Patient-Physician Dialogue Generation from Clinical Notes Using LLM
par: Das, Trisha, et autres
Publié: (2024)

Comparable Rewards: The Case for Equal Compensation for Nonadministrative Expertise...
par: Weber, David C., et autres
Publié: (1978)

Rhizospheric bacterial community dynamics in 3‐year field trials under organic and conventional farming practices
par: Vijay Laxmi Shrivas, et autres
Publié: (2026)

Domain Expertise Creative Ideation Model
par: Eapen, T.
Publié: (2025)

Influence of Operator Expertise on Robot Supervision and Intervention
par: Jiang, Yanran, et autres
Publié: (2026)

Sensing and Mitigation of Multi-Scatterer Self-Interference for Full-Duplex MIMO Communications
par: Kurt, Anil, et autres
Publié: (2024)

Features as Rewards: Scalable Supervision for Open-Ended Tasks via Interpretability
par: Prasad, Aaditya Vikram, et autres
Publié: (2026)

Circular Super patterns and Zigzag constructions
par: Manjunath, Hariprasad, et autres
Publié: (2026)

Reward Hacking Mitigation using Verifiable Composite Rewards
par: Tarek, Mirza Farhan Bin, et autres
Publié: (2025)

MedSR-Vision: Deep Learning Framework for Multi-Domain Medical Image Super-Resolution
par: Gurappa, Subhash, et autres
Publié: (2026)

The Prompting Brain: Neurocognitive Markers of Expertise in Guiding Large Language Models
par: Al-Khalifa, Hend, et autres
Publié: (2025)

OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP
par: C, Mohamad Hassan N, et autres
Publié: (2025)

Creating Domain-Specific Translation Memories for Machine Translation Fine-tuning: The TRENCARD Bilingual Cardiology Corpus
par: Dogru, Gokhan
Publié: (2024)

Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering
par: Fan, Shicheng, et autres
Publié: (2026)

Verifiable Process Rewards for Agentic Reasoning
par: Yuan, Huining, et autres
Publié: (2026)

Large Language Model Guided Incentive Aware Reward Design for Cooperative Multi-Agent Reinforcement Learning
par: Urgun, Dogan, et autres
Publié: (2026)

Towards Scalable SOAP Note Generation: A Weakly Supervised Multimodal Framework
par: Kamal, Sadia, et autres
Publié: (2025)

Reinforcement Learning with Verifiable yet Noisy Rewards under Imperfect Verifiers
par: Cai, Xin-Qiang, et autres
Publié: (2025)

Constructing Librarians' Information Literacy Expertise in the Domain of Nursing
par: Sundin, Olof, et autres
Publié: (2008)

Major Causes of Rabies Outbreak in Pastoral Areas of the Somali Region and Importance of the One Health Approach
par: Hassan Abdi Hussein
Publié: (2025)

Informed trading by hedge funds
par: Qiping Huang, et autres
Publié: (2024)

A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges
par: Wang, Zifeng, et autres
Publié: (2024)