Cover Image

DrugClaw and DrugAudit: A Primary-Source-Grounded Agent and Authority-Aware Benchmark for Drug-Information Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Qing, Li, Bo, Liang, Jialu, Shi, Daling, Zhang, Bob, Song, Qianqian
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

UniD$^3$: A Knowledge Graph-Enhanced RAG Framework for Drug-Disease Discovery and Reasoning
by: Wang, Qing, et al.
Published: (2026)

scDrugMap: Benchmarking Large Foundation Models for Drug Response Prediction
by: Wang, Qing, et al.
Published: (2025)

DrugAgent: Multi-Agent Large Language Model-Based Reasoning for Drug-Target Interaction Prediction
by: Inoue, Yoshitaka, et al.
Published: (2024)

Structured List-Grounded Question Answering
by: Sung, Mujeen, et al.
Published: (2024)

ClawArena: Benchmarking AI Agents in Evolving Information Environments
by: Ji, Haonian, et al.
Published: (2026)

Learning to Describe for Predicting Zero-shot Drug-Drug Interactions
by: Zhu, Fangqi, et al.
Published: (2024)

Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering
by: Zhang, Xiaoming, et al.
Published: (2024)

LIDDIA: Language-based Intelligent Drug Discovery Agent
by: Averly, Reza, et al.
Published: (2025)

Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
by: Gallifant, Jack, et al.
Published: (2024)

RAGPPI: RAG Benchmark for Protein-Protein Interactions in Drug Discovery
by: Jeon, Youngseung, et al.
Published: (2025)

CIRAG: Construction-Integration Retrieval and Adaptive Generation for Multi-hop Question Answering
by: Wei, Zili, et al.
Published: (2026)

ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language
by: Sun, Zhaoyue, et al.
Published: (2024)

Knowledge-Aware Diverse Reranking for Cross-Source Question Answering
by: Zhou, Tong
Published: (2025)

RexDrug: Reliable Multi-Drug Combination Extraction through Reasoning-Enhanced LLMs
by: Wang, Zhijun, et al.
Published: (2026)

DrugFormer: Graph‐Enhanced Language Model to Predict Drug Sensitivity
by: Xiaona Liu, et al.
Published: (2024)

GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering
by: Muller, Sacha, et al.
Published: (2024)

PhenoProfiler: Advancing Phenotypic Learning for Image-based Drug Discovery
by: Li, Bo, et al.
Published: (2025)

HRIPBench: Benchmarking LLMs in Harm Reduction Information Provision to Support People Who Use Drugs
by: Wang, Kaixuan, et al.
Published: (2025)

DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards
by: Kartha, Aaryaman, et al.
Published: (2025)

DREaM: Drug-Drug Relation Extraction via Transfer Learning Method
by: Fata, Ali, et al.
Published: (2025)

MultiADE: A Multi-domain Benchmark for Adverse Drug Event Extraction
by: Dai, Xiang, et al.
Published: (2024)

An Evaluation Benchmark for Adverse Drug Event Prediction from Clinical Trial Results
by: Yazdani, Anthony, et al.
Published: (2024)

K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction
by: Abdullahi, Tassallah, et al.
Published: (2025)

MUDI: A Multimodal Biomedical Dataset for Understanding Pharmacodynamic Drug-Drug Interactions
by: Ngo, Tung-Lam, et al.
Published: (2025)

Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit
by: Bouzoubaa, Layla, et al.
Published: (2024)

XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question Answering
by: Roh, Keon-Woo, et al.
Published: (2025)

Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension
by: Gao, Peng, et al.
Published: (2022)

DrugPlayGround: Benchmarking Large Language Models and Embeddings for Drug Discovery
by: Liu, Tianyu, et al.
Published: (2026)

DrugR: Optimizing Molecular Drugs through LLM-based Explicit Reasoning
by: Liu, Haoran, et al.
Published: (2026)

IRPAPERS: A Visual Document Benchmark for Scientific Retrieval and Question Answering
by: Shorten, Connor, et al.
Published: (2026)

FDARxBench: Benchmarking Regulatory and Clinical Reasoning on FDA Generic Drug Assessment
by: Xiong, Betty, et al.
Published: (2026)

AuditWen:An Open-Source Large Language Model for Audit
by: Huang, Jiajia, et al.
Published: (2024)

FHIR-AgentBench: Benchmarking LLM Agents for Realistic Interoperable EHR Question Answering
by: Lee, Gyubok, et al.
Published: (2025)

Large Language Model Agent for Modular Task Execution in Drug Discovery
by: Ock, Janghoon, et al.
Published: (2025)

Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering
by: Shi, Zhengliang, et al.
Published: (2024)

An Entity Linking Agent for Question Answering
by: Luo, Yajie, et al.
Published: (2025)

MIRA: A Bilingual Benchmark for Medical Information Response Audit
by: Xu, Mengyu, et al.
Published: (2026)

IMB: An Italian Medical Benchmark for Question Answering
by: Romano, Antonio, et al.
Published: (2025)

ClawGym: A Scalable Framework for Building Effective Claw Agents
by: Bai, Fei, et al.
Published: (2026)

Improved LLM Agents for Financial Document Question Answering
by: Tan, Nelvin, et al.
Published: (2025)