Cover Image

Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hu, Yuting, Liu, Dancheng, Wang, Qingyun, Yu, Charles, Xu, Chenhui, Zheng, Qingxiao, Ji, Heng, Xiong, Jinjun
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Sub-Sequential Physics-Informed Learning with State Space Model
by: Xu, Chenhui, et al.
Published: (2025)

Driving Through Uncertainty: Risk-Averse Control with LLM Commonsense for Autonomous Driving under Perception Deficits
by: Hu, Yuting, et al.
Published: (2025)

FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks
by: Xu, Chenhui, et al.
Published: (2025)

Towards Pretraining Robust ASR Foundation Model with Acoustic-Aware Data Augmentation
by: Liu, Dancheng, et al.
Published: (2025)

FASA: a Flexible and Automatic Speech Aligner for Extracting High-quality Aligned Children Speech Data
by: Liu, Dancheng, et al.
Published: (2024)

Ensembler: Protect Collaborative Inference Privacy from Model Inversion Attack via Selective Ensemble
by: Liu, Dancheng, et al.
Published: (2024)

Towards Understanding Multi-Round Large Language Model Reasoning: Approximability, Learnability and Generalizability
by: Xu, Chenhui, et al.
Published: (2025)

PI-Whisper: Designing an Adaptive and Incremental Automatic Speech Recognition System for Edge Devices
by: Nassereldine, Amir, et al.
Published: (2024)

Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge
by: Qin, Ruiyang, et al.
Published: (2024)

Rebuild AC Power Flow Models with Graph Attention Networks
by: Hu, Yuting, et al.
Published: (2025)

Rollback-Free Stable Brick Structures Generation
by: Xu, Chenhui, et al.
Published: (2026)

Large Language Models have Intrinsic Self-Correction Ability
by: Liu, Dancheng, et al.
Published: (2024)

NVCiM-PT: An NVCiM-assisted Prompt Tuning Framework for Edge LLMs
by: Qin, Ruiyang, et al.
Published: (2024)

FuzzingBrain V2: A Multi-Agent LLM System for Automated Vulnerability Discovery and Reproduction
by: Sheng, Ze, et al.
Published: (2026)

Auto-Prompt Ensemble for LLM Judge
by: Li, Jiajie, et al.
Published: (2025)

Automatic Screening for Children with Speech Disorder using Automatic Speech Recognition: Opportunities and Challenges
by: Liu, Dancheng, et al.
Published: (2024)

KidSpeak: A General Multi-purpose LLM for Kids' Speech Recognition and Screening
by: Sharma, Rohan, et al.
Published: (2025)

Chain-of-Adaptation: Surgical Vision-Language Adaptation with Reinforcement Learning
by: Li, Jiajie, et al.
Published: (2026)

SciMON: Scientific Inspiration Machines Optimized for Novelty
by: Wang, Qingyun, et al.
Published: (2023)

A Systematic Study of LLM-Based Architectures for Automated Patching
by: Xu, Qingxiao, et al.
Published: (2026)

Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data
by: Li, Jiajie, et al.
Published: (2025)

QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation
by: Xu, Chenhui, et al.
Published: (2024)

Infinite-Dimensional Feature Interaction
by: Xu, Chenhui, et al.
Published: (2024)

MORA: AI-Mediated Story-Based practice for Speech Sound Disorder from Clinic to Home
by: Hong, Sumin, et al.
Published: (2025)

ResearchEVO: An End-to-End Framework for Automated Scientific Discovery and Documentation
by: Zhao, Zhe, et al.
Published: (2026)

AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery
by: Xiong, Lei, et al.
Published: (2026)

MolLingo: Molecule-Native Representations for LLM-Powered Scientific Agents
by: Nguyen, Thao, et al.
Published: (2026)

Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices
by: Qin, Ruiyang, et al.
Published: (2024)

SciTopic: Enhancing Topic Discovery in Scientific Literature through Advanced LLM
by: Li, Pengjiang, et al.
Published: (2025)

The chain algebra of a pure poset
by: Lu, Dancheng
Published: (2024)

S1-VL: Scientific Multimodal Reasoning Model with Thinking-with-Images
by: Li, Qingxiao, et al.
Published: (2026)

Automated Explanation Selection for Scientific Discovery
by: Iser, Ashlin
Published: (2024)

MaskOpt: A Large-Scale Mask Optimization Dataset to Advance AI in Integrated Circuit Manufacturing
by: Hu, Yuting, et al.
Published: (2025)

A New Workflow for Materials Discovery Bridging the Gap Between Experimental Databases and Graph Neural Networks
by: Schoener, Brandon, et al.
Published: (2026)

AutoIE: An Automated Framework for Information Extraction from Scientific Literature
by: Liu, Yangyang, et al.
Published: (2024)

Automated Scientific Discovery: From Equation Discovery to Autonomous Discovery Systems
by: Kramer, Stefan, et al.
Published: (2023)

eFedLLM: Efficient LLM Inference Based on Federated Learning
by: Ding, Shengwen, et al.
Published: (2024)

OntoMetric: An Ontology-Driven LLM-Assisted Framework for Automated ESG Metric Knowledge Graph Generation
by: Yu, Mingqin, et al.
Published: (2025)

FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models
by: Qin, Ruiyang, et al.
Published: (2024)

Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
by: Yang, Zonglin, et al.
Published: (2023)