RexDrug: Reliable Multi-Drug Combination Extraction through Reasoning-Enhanced LLMs
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Wang, Zhijun, Luo, Ling, Pan, Dinghao, Zhuang, Huan, Yu, Lejing, Sun, Yuanyuan, Lin, Hongfei |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
FocusMed: A Large Language Model-based Framework for Enhancing Medical Question Summarization with Focus Identification
par: Liu, Chao, et autres
Publié: (2025)
par: Liu, Chao, et autres
Publié: (2025)
Chinese Discharge Drug Recommendation in Metabolic Diseases with Large Language Models
par: Li, Juntao, et autres
Publié: (2025)
par: Li, Juntao, et autres
Publié: (2025)
MedTrust-RAG: Evidence Verification and Trust Alignment for Biomedical Question Answering
par: Ning, Yingpeng, et autres
Publié: (2025)
par: Ning, Yingpeng, et autres
Publié: (2025)
MetRex: A Benchmark for Verilog Code Metric Reasoning Using LLMs
par: Abdelatty, Manar, et autres
Publié: (2024)
par: Abdelatty, Manar, et autres
Publié: (2024)
MixRx: Predicting Drug Combination Interactions with LLMs
par: Surana, Risha, et autres
Publié: (2025)
par: Surana, Risha, et autres
Publié: (2025)
MultiADE: A Multi-domain Benchmark for Adverse Drug Event Extraction
par: Dai, Xiang, et autres
Publié: (2024)
par: Dai, Xiang, et autres
Publié: (2024)
DrugR: Optimizing Molecular Drugs through LLM-based Explicit Reasoning
par: Liu, Haoran, et autres
Publié: (2026)
par: Liu, Haoran, et autres
Publié: (2026)
Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation
par: Lei, Yuanyuan, et autres
Publié: (2025)
par: Lei, Yuanyuan, et autres
Publié: (2025)
Fine-Grained Chinese Hate Speech Understanding: Span-Level Resources, Coded Term Lexicon, and Enhanced Detection Frameworks
par: Bai, Zewen, et autres
Publié: (2025)
par: Bai, Zewen, et autres
Publié: (2025)
DREaM: Drug-Drug Relation Extraction via Transfer Learning Method
par: Fata, Ali, et autres
Publié: (2025)
par: Fata, Ali, et autres
Publié: (2025)
CommonVoice-SpeechRE and RPG-MoGe: Advancing Speech Relation Extraction with a New Dataset and Multi-Order Generative Framework
par: Ning, Jinzhong, et autres
Publié: (2025)
par: Ning, Jinzhong, et autres
Publié: (2025)
SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs
par: Guo, Yu, et autres
Publié: (2025)
par: Guo, Yu, et autres
Publié: (2025)
STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection
par: Bai, Zewen, et autres
Publié: (2025)
par: Bai, Zewen, et autres
Publié: (2025)
How Well Do LLMs Understand Drug Mechanisms? A Knowledge + Reasoning Evaluation Dataset
par: Mohan, Sunil, et autres
Publié: (2025)
par: Mohan, Sunil, et autres
Publié: (2025)
Enhancing Jailbreak Attacks with Diversity Guidance
par: Zhang, Xu, et autres
Publié: (2024)
par: Zhang, Xu, et autres
Publié: (2024)
Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension
par: Gao, Peng, et autres
Publié: (2022)
par: Gao, Peng, et autres
Publié: (2022)
Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks
par: Luo, Ling, et autres
Publié: (2023)
par: Luo, Ling, et autres
Publié: (2023)
Reliable Control-Point Selection for Steering Reasoning in Large Language Models
par: Zhuang, Haomin, et autres
Publié: (2026)
par: Zhuang, Haomin, et autres
Publié: (2026)
LLMs on Drugs: Language Models Are Few-Shot Consumers
par: Doudkin, Alexander
Publié: (2025)
par: Doudkin, Alexander
Publié: (2025)
K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction
par: Abdullahi, Tassallah, et autres
Publié: (2025)
par: Abdullahi, Tassallah, et autres
Publié: (2025)
GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning
par: Siingh, Shikhhar, et autres
Publié: (2025)
par: Siingh, Shikhhar, et autres
Publié: (2025)
DrugAgent: Multi-Agent Large Language Model-Based Reasoning for Drug-Target Interaction Prediction
par: Inoue, Yoshitaka, et autres
Publié: (2024)
par: Inoue, Yoshitaka, et autres
Publié: (2024)
T-Rex: Text-assisted Retrosynthesis Prediction
par: Liu, Yifeng, et autres
Publié: (2024)
par: Liu, Yifeng, et autres
Publié: (2024)
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language
par: Sun, Zhaoyue, et autres
Publié: (2024)
par: Sun, Zhaoyue, et autres
Publié: (2024)
Can Hallucinations Help? Boosting LLMs for Drug Discovery
par: Yuan, Shuzhou, et autres
Publié: (2025)
par: Yuan, Shuzhou, et autres
Publié: (2025)
Measuring Reasoning Quality in LLMs: A Multi-Dimensional Behavioral Framework
par: Şenol, Ali, et autres
Publié: (2026)
par: Şenol, Ali, et autres
Publié: (2026)
Where Reasoning Breaks: Logic-Aware Path Selection by Controlling Logical Connectives in LLMs Reasoning Chains
par: Park, Seunghyun, et autres
Publié: (2026)
par: Park, Seunghyun, et autres
Publié: (2026)
UniD$^3$: A Knowledge Graph-Enhanced RAG Framework for Drug-Disease Discovery and Reasoning
par: Wang, Qing, et autres
Publié: (2026)
par: Wang, Qing, et autres
Publié: (2026)
Town Hall Debate Prompting: Enhancing Logical Reasoning in LLMs through Multi-Persona Interaction
par: Sandwar, Vivaan, et autres
Publié: (2025)
par: Sandwar, Vivaan, et autres
Publié: (2025)
Psyche-R1: Towards Reliable Psychological LLMs through Unified Empathy, Expertise, and Reasoning
par: Dai, Chongyuan, et autres
Publié: (2025)
par: Dai, Chongyuan, et autres
Publié: (2025)
Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree
par: Lei, Yuanyuan, et autres
Publié: (2024)
par: Lei, Yuanyuan, et autres
Publié: (2024)
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRT
par: Tao, Zhen, et autres
Publié: (2024)
par: Tao, Zhen, et autres
Publié: (2024)
FABSVer: Faster Training and Better Self-Verification for LLM Mathematical Reasoning
par: Pan, Haihui, et autres
Publié: (2026)
par: Pan, Haihui, et autres
Publié: (2026)
RAG-R1: Incentivizing the Search and Reasoning Capabilities of LLMs through Multi-query Parallelism
par: Tan, Zhiwen, et autres
Publié: (2025)
par: Tan, Zhiwen, et autres
Publié: (2025)
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes
par: Wang, Dingzirui, et autres
Publié: (2024)
par: Wang, Dingzirui, et autres
Publié: (2024)
Learning to Describe for Predicting Zero-shot Drug-Drug Interactions
par: Zhu, Fangqi, et autres
Publié: (2024)
par: Zhu, Fangqi, et autres
Publié: (2024)
MuCoS: Efficient Drug-Target Prediction through Multi-Context-Aware Sampling
par: Gul, Haji, et autres
Publié: (2025)
par: Gul, Haji, et autres
Publié: (2025)
Assessing LLMs for Serendipity Discovery in Knowledge Graphs: A Case for Drug Repurposing
par: Wang, Mengying, et autres
Publié: (2025)
par: Wang, Mengying, et autres
Publié: (2025)
RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU
par: Liu, Chengyuan, et autres
Publié: (2024)
par: Liu, Chengyuan, et autres
Publié: (2024)
Enhancing Document-level Argument Extraction with Definition-augmented Heuristic-driven Prompting for LLMs
par: Sun, Tongyue, et autres
Publié: (2024)
par: Sun, Tongyue, et autres
Publié: (2024)
Documents similaires
-
FocusMed: A Large Language Model-based Framework for Enhancing Medical Question Summarization with Focus Identification
par: Liu, Chao, et autres
Publié: (2025) -
Chinese Discharge Drug Recommendation in Metabolic Diseases with Large Language Models
par: Li, Juntao, et autres
Publié: (2025) -
MedTrust-RAG: Evidence Verification and Trust Alignment for Biomedical Question Answering
par: Ning, Yingpeng, et autres
Publié: (2025) -
MetRex: A Benchmark for Verilog Code Metric Reasoning Using LLMs
par: Abdelatty, Manar, et autres
Publié: (2024) -
MixRx: Predicting Drug Combination Interactions with LLMs
par: Surana, Risha, et autres
Publié: (2025)