Cover Image

BioMedSearch: A Multi-Source Biomedical Retrieval Framework Based on LLMs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Congying, Wei, Xingyuan, Liu, Peipei, Shen, Yiqing, Mao, Yanxu, Cui, Tiehan
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ProtRLSearch: A Multi-Round Multimodal Protein Search Agent with Large Language Models Trained via Reinforcement Learning
by: Liu, Congying, et al.
Published: (2026)

Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation
by: Mao, Yanxu, et al.
Published: (2024)

Divide and Conquer: A Hybrid Strategy Defeats Multimodal Large Language Models
by: Mao, Yanxu, et al.
Published: (2024)

Stop Fixating on Prompts: Reasoning Hijacking and Constraint Tightening for Red-Teaming LLM Agents
by: Mao, Yanxu, et al.
Published: (2026)

GEGA: Graph Convolutional Networks and Evidence Retrieval Guided Attention for Enhanced Document-level Relation Extraction
by: Mao, Yanxu, et al.
Published: (2024)

Exploring Jailbreak Attacks on LLMs through Intent Concealment and Diversion
by: Cui, Tiehan, et al.
Published: (2025)

Hybrid Multi-stage Decoding for Few-shot NER with Entity-aware Contrastive Learning
by: Liu, Congying, et al.
Published: (2024)

NEXUS: Continual Learning of Symbolic Constraints for Safe and Robust Embodied Planning
by: Cui, Tiehan, et al.
Published: (2026)

From LLMs to MLLMs to Agents: A Survey of Emerging Paradigms in Jailbreak Attacks and Defenses within LLM Ecosystem
by: Mao, Yanxu, et al.
Published: (2025)

PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering
by: Zhang, Yiqing, et al.
Published: (2026)

UETQuintet at BioCreative IX -- MedHopQA: Enhancing Biomedical QA with Selective Multi-hop Reasoning and Contextual Retrieval
by: Nguyen, Quoc-An, et al.
Published: (2026)

MedRAGChecker: Claim-Level Verification for Biomedical Retrieval-Augmented Generation
by: Ji, Yuelyu, et al.
Published: (2026)

GLiNER-BioMed: A Suite of Efficient Models for Open Biomedical Named Entity Recognition
by: Yazdani, Anthony, et al.
Published: (2025)

Enhancing Biomedical Named Entity Recognition using GLiNER-BioMed with Targeted Dictionary-Based Post-processing for BioASQ 2025 task 6
by: Mehta, Ritesh
Published: (2025)

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning
by: Lu, Keer, et al.
Published: (2025)

MedBioRAG: Semantic Search and Retrieval-Augmented Generation with Large Language Models for Medical and Biological QA
by: Kim, Seonok
Published: (2025)

BioCoref: Benchmarking Biomedical Coreference Resolution with LLMs
by: Salem, Nourah M, et al.
Published: (2025)

MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval
by: Jin, Qiao, et al.
Published: (2023)

BioMedJImpact: A Comprehensive Dataset and LLM Pipeline for AI Engagement and Scientific Impact Analysis of Biomedical Journals
by: Wang, Ruiyu, et al.
Published: (2025)

BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text
by: Bolton, Elliot, et al.
Published: (2024)

RAG-BioQA: A Retrieval-Augmented Generation Framework for Long-Form Biomedical Question Answering
by: Panchumarthi, Lovely Yeswanth, et al.
Published: (2025)

BioACE: An Automated Framework for Biomedical Answer and Citation Evaluations
by: Gupta, Deepak, et al.
Published: (2026)

MedINST: Meta Dataset of Biomedical Instructions
by: Han, Wenhan, et al.
Published: (2024)

MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts
by: Xia, Shujun, et al.
Published: (2025)

Don't Just Demo, Teach Me the Principles: A Principle-Based Multi-Agent Prompting Strategy for Text Classification
by: Wei, Peipei, et al.
Published: (2025)

MedHopQA: A Disease-Centered Multi-Hop Reasoning Benchmark and Evaluation Framework for LLM-Based Biomedical Question Answering
by: Islamaj, Rezarta, et al.
Published: (2026)

MedAction: Towards Active Multi-turn Clinical Diagnostic LLMs
by: Hsu, Hsin-Ling, et al.
Published: (2026)

BIBERT-Pipe on Biomedical Nested Named Entity Linking at BioASQ 2025
by: Li, Chunyu, et al.
Published: (2025)

BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain
by: Kim, Yunsoo, et al.
Published: (2025)

Explainable Biomedical Hypothesis Generation via Retrieval Augmented Generation enabled Large Language Models
by: Pelletier, Alexander R., et al.
Published: (2024)

BanglaMedQA and BanglaMMedBench: Evaluating Retrieval-Augmented Generation Strategies for Bangla Biomedical Question Answering
by: Sultana, Sadia, et al.
Published: (2025)

LADER: Log-Augmented DEnse Retrieval for Biomedical Literature Search
by: Jin, Qiao, et al.
Published: (2023)

MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking
by: Mishra, Nishant, et al.
Published: (2025)

SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation
by: Hu, Minda, et al.
Published: (2024)

T^2Agent A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search
by: Cui, Xing, et al.
Published: (2025)

MSRS: Evaluating Multi-Source Retrieval-Augmented Generation
by: Phanse, Rohan, et al.
Published: (2025)

Med-R$^2$: Crafting Trustworthy LLM Physicians via Retrieval and Reasoning of Evidence-Based Medicine
by: Lu, Keer, et al.
Published: (2025)

Streamlining Biomedical Research with Specialized LLMs
by: Chen, Linqing, et al.
Published: (2025)

BioMNER: A Dataset for Biomedical Method Entity Recognition
by: Tang, Chen, et al.
Published: (2024)

A Retrieval-Augmented Knowledge Mining Method with Deep Thinking LLMs for Biomedical Research and Clinical Support
by: Feng, Yichun, et al.
Published: (2025)