PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Yiqing, Liu, Xiaozhong, Murai, Fabricio |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ChronoMedKG: A Temporally-Grounded Biomedical Knowledge Graph and Benchmark for Clinical Reasoning
by: Ahmed, Md Shamim, et al.
Published: (2026)
by: Ahmed, Md Shamim, et al.
Published: (2026)
A Grounded Memory System For Smart Personal Assistants
by: Ocker, Felix, et al.
Published: (2025)
by: Ocker, Felix, et al.
Published: (2025)
A Comparative Study of Language Models for Khmer Retrieval-Augmented Question Answering
by: Ros, Sereiwathna, et al.
Published: (2026)
by: Ros, Sereiwathna, et al.
Published: (2026)
BridgeRAG: Training-Free Bridge-Conditioned Retrieval for Multi-Hop Question Answering
by: Bacellar, Andre
Published: (2026)
by: Bacellar, Andre
Published: (2026)
Biomedical systems biology workflow orchestration and execution with PoSyMed
by: Süwer, Simon, et al.
Published: (2026)
by: Süwer, Simon, et al.
Published: (2026)
TransResAI: A Compound AI System for Coastal Transportation Resilience
by: Pu, Qingwen, et al.
Published: (2026)
by: Pu, Qingwen, et al.
Published: (2026)
Towards Adaptive Context Management for Intelligent Conversational Question Answering
by: Perera, Manoj Madushanka, et al.
Published: (2025)
by: Perera, Manoj Madushanka, et al.
Published: (2025)
Contextually Aware E-Commerce Product Question Answering using RAG
by: Tangarajan, Praveen, et al.
Published: (2025)
by: Tangarajan, Praveen, et al.
Published: (2025)
NCTB-QA: A Large-Scale Bangla Educational Question Answering Dataset and Benchmarking Performance
by: Eyasir, Abrar, et al.
Published: (2026)
by: Eyasir, Abrar, et al.
Published: (2026)
Agentic Retrieval-Augmented Generation for Financial Document Question Answering
by: Shu, Yang, et al.
Published: (2026)
by: Shu, Yang, et al.
Published: (2026)
Extending AI for Research to the Humanities: A Multi-Agent Framework for Evidence-Grounded Scholarship
by: Pan, Yating, et al.
Published: (2026)
by: Pan, Yating, et al.
Published: (2026)
Maat: The Agentic Legal Research Assistant for Competition Protection
by: Mounir, Basant, et al.
Published: (2026)
by: Mounir, Basant, et al.
Published: (2026)
BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model Alignment
by: Sakhovskiy, Andrey, et al.
Published: (2025)
by: Sakhovskiy, Andrey, et al.
Published: (2025)
EQUATOR: A Deterministic Framework for Evaluating LLM Reasoning with Open-Ended Questions. # v1.0.0-beta
by: Bernard, Raymond, et al.
Published: (2024)
by: Bernard, Raymond, et al.
Published: (2024)
IMDMR: An Intelligent Multi-Dimensional Memory Retrieval System for Enhanced Conversational AI
by: Pawar, Tejas, et al.
Published: (2025)
by: Pawar, Tejas, et al.
Published: (2025)
EdgeJury: Cross-Reviewed Small-Model Ensembles for Truthful Question Answering on Serverless Edge Inference
by: Kumar, Aayush
Published: (2025)
by: Kumar, Aayush
Published: (2025)
LLM-as-a-Judge: Rapid Evaluation of Legal Document Recommendation for Retrieval-Augmented Generation
by: Pradhan, Anu, et al.
Published: (2025)
by: Pradhan, Anu, et al.
Published: (2025)
Controllable Evidence Selection in Retrieval-Augmented Question Answering via Deterministic Utility Gating
by: Unda, Victor P.
Published: (2026)
by: Unda, Victor P.
Published: (2026)
Local Hybrid Retrieval-Augmented Document QA
by: Astrino, Paolo
Published: (2025)
by: Astrino, Paolo
Published: (2025)
NewsScope: Schema-Grounded Cross-Domain News Claim Extraction with Open Models
by: Pandya, Nidhi
Published: (2025)
by: Pandya, Nidhi
Published: (2025)
Mind the Gap: Aligning Knowledge Bases with User Needs to Enhance Mental Health Retrieval
by: Chan, Amanda, et al.
Published: (2025)
by: Chan, Amanda, et al.
Published: (2025)
Seeing through the Conflict: Transparent Knowledge Conflict Handling in Retrieval-Augmented Generation
by: Ye, Hua, et al.
Published: (2026)
by: Ye, Hua, et al.
Published: (2026)
QUARK: Robust Retrieval under Non-Faithful Queries via Query-Anchored Aggregation
by: Lyu, Rita Qiuran, et al.
Published: (2026)
by: Lyu, Rita Qiuran, et al.
Published: (2026)
Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine
by: Kang, Bongsu, et al.
Published: (2024)
by: Kang, Bongsu, et al.
Published: (2024)
ESGBench: A Benchmark for Explainable ESG Question Answering in Corporate Sustainability Reports
by: George, Sherine, et al.
Published: (2025)
by: George, Sherine, et al.
Published: (2025)
LLM Reasoning for Cold-Start Item Recommendation
by: Li, Shijun, et al.
Published: (2025)
by: Li, Shijun, et al.
Published: (2025)
An Industrial-Scale Retrieval-Augmented Generation Framework for Requirements Engineering: Empirical Evaluation with Automotive Manufacturing Data
by: Khalid, Muhammad, et al.
Published: (2026)
by: Khalid, Muhammad, et al.
Published: (2026)
Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers
by: Alawadhi, Salahuddin, et al.
Published: (2025)
by: Alawadhi, Salahuddin, et al.
Published: (2025)
The Case for Intent-Based Query Rewriting
by: Nicolai, Gianna Lisa, et al.
Published: (2025)
by: Nicolai, Gianna Lisa, et al.
Published: (2025)
Adaptive ToR: Complexity-Aware Tree-Based Retrieval for Pareto-Optimal Multi-Intent NLU
by: Yoo, Hee-Kyong, et al.
Published: (2026)
by: Yoo, Hee-Kyong, et al.
Published: (2026)
Benchmarking Google Embeddings 2 against Open-Source Models for Multilingual Dense Retrieval and RAG Systems
by: Cirillo, Stefano, et al.
Published: (2026)
by: Cirillo, Stefano, et al.
Published: (2026)
When Stored Evidence Stops Being Usable: Scale-Conditioned Evaluation of Agent Memory
by: Shao, Jiaqi, et al.
Published: (2026)
by: Shao, Jiaqi, et al.
Published: (2026)
Architecture Matters More Than Scale: A Comparative Study of Retrieval and Memory Augmentation for Financial QA Under SME Compute Constraints
by: Liu, Jianan, et al.
Published: (2026)
by: Liu, Jianan, et al.
Published: (2026)
MAB-DQA: Addressing Query Aspect Importance in Document Question Answering with Multi-Armed Bandits
by: Xiang, Yixin, et al.
Published: (2026)
by: Xiang, Yixin, et al.
Published: (2026)
Tokenization Disparities as Infrastructure Bias: How Subword Systems Create Inequities in LLM Access and Efficiency
by: Teklehaymanot, Hailay Kidu, et al.
Published: (2025)
by: Teklehaymanot, Hailay Kidu, et al.
Published: (2025)
Intent-Driven Dynamic Chunking: Segmenting Documents to Reflect Predicted Information Needs
by: Koutsiaris, Christos
Published: (2026)
by: Koutsiaris, Christos
Published: (2026)
When to Retrieve During Reasoning: Adaptive Retrieval for Large Reasoning Models
by: Guo, Dongxin, et al.
Published: (2026)
by: Guo, Dongxin, et al.
Published: (2026)
AI-Friendly LaTeX: Using LaTeX Code as a Knowledge Source for Retrieval-Augmented Generation
by: Verhoeff, Tom
Published: (2026)
by: Verhoeff, Tom
Published: (2026)
Optimizing open-domain question answering with graph-based retrieval augmented generation
by: Cahoon, Joyce, et al.
Published: (2025)
by: Cahoon, Joyce, et al.
Published: (2025)
The Table of Media Bias Elements: A sentence-level taxonomy of media bias types and propaganda techniques
by: Menzner, Tim, et al.
Published: (2026)
by: Menzner, Tim, et al.
Published: (2026)
Similar Items
-
ChronoMedKG: A Temporally-Grounded Biomedical Knowledge Graph and Benchmark for Clinical Reasoning
by: Ahmed, Md Shamim, et al.
Published: (2026) -
A Grounded Memory System For Smart Personal Assistants
by: Ocker, Felix, et al.
Published: (2025) -
A Comparative Study of Language Models for Khmer Retrieval-Augmented Question Answering
by: Ros, Sereiwathna, et al.
Published: (2026) -
BridgeRAG: Training-Free Bridge-Conditioned Retrieval for Multi-Hop Question Answering
by: Bacellar, Andre
Published: (2026) -
Biomedical systems biology workflow orchestration and execution with PoSyMed
by: Süwer, Simon, et al.
Published: (2026)