MedSEBA: Synthesizing Evidence-Based Answers Grounded in Evolving Medical Literature
Fuente:
arXiv
Saved in:
| Main Authors: | Vladika, Juraj, Matthes, Florian |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval
by: Vladika, Juraj, et al.
Published: (2024)
by: Vladika, Juraj, et al.
Published: (2024)
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification
by: Vladika, Juraj, et al.
Published: (2024)
by: Vladika, Juraj, et al.
Published: (2024)
Enhancing Answer Attribution for Faithful Text Generation with Large Language Models
by: Vladika, Juraj, et al.
Published: (2024)
by: Vladika, Juraj, et al.
Published: (2024)
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking
by: Vladika, Juraj, et al.
Published: (2023)
by: Vladika, Juraj, et al.
Published: (2023)
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems
by: Vladika, Juraj, et al.
Published: (2025)
by: Vladika, Juraj, et al.
Published: (2025)
Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning
by: Vladika, Juraj, et al.
Published: (2025)
by: Vladika, Juraj, et al.
Published: (2025)
Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models
by: Vladika, Juraj, et al.
Published: (2025)
by: Vladika, Juraj, et al.
Published: (2025)
Med-CoDE: Medical Critique based Disagreement Evaluation Framework
by: Gupta, Mohit, et al.
Published: (2025)
by: Gupta, Mohit, et al.
Published: (2025)
MedTrust-RAG: Evidence Verification and Trust Alignment for Biomedical Question Answering
by: Ning, Yingpeng, et al.
Published: (2025)
by: Ning, Yingpeng, et al.
Published: (2025)
MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering
by: Vladika, Juraj, et al.
Published: (2024)
by: Vladika, Juraj, et al.
Published: (2024)
Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts
by: Schaefer, Elizabeth, et al.
Published: (2025)
by: Schaefer, Elizabeth, et al.
Published: (2025)
Same Question, Different Source, Different Answer: Auditing Source-Dependence in Medical Multi-Source RAG
by: Li, Yubo, et al.
Published: (2026)
by: Li, Yubo, et al.
Published: (2026)
LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models
by: Yang, Hang, et al.
Published: (2024)
by: Yang, Hang, et al.
Published: (2024)
Evidence-Grounded Multimodal Misinformation Detection with Attention-Based GNNs
by: Duwal, Sharad, et al.
Published: (2025)
by: Duwal, Sharad, et al.
Published: (2025)
Generative Language Models with Retrieval Augmented Generation for Automated Short Answer Scoring
by: Wang, Zifan, et al.
Published: (2024)
by: Wang, Zifan, et al.
Published: (2024)
HealthBranches: Synthesizing Clinically-Grounded Question Answering Datasets via Decision Pathways
by: Cosentino, Cristian, et al.
Published: (2025)
by: Cosentino, Cristian, 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)
by: Islamaj, Rezarta, et al.
Published: (2026)
Grounding Large Language Models in Clinical Evidence: A Retrieval-Augmented Generation System for Querying UK NICE Clinical Guidelines
by: Lewis, Matthew, et al.
Published: (2025)
by: Lewis, Matthew, et al.
Published: (2025)
Little Giants: Synthesizing High-Quality Embedding Data at Scale
by: Chen, Haonan, et al.
Published: (2024)
by: Chen, Haonan, et al.
Published: (2024)
Fast and Accurate Contextual Knowledge Extraction Using Cascading Language Model Chains and Candidate Answers
by: Harris, Lee
Published: (2025)
by: Harris, Lee
Published: (2025)
Synthesized Annotation Guidelines are Knowledge-Lite Boosters for Clinical Information Extraction
by: Hsu, Enshuo, et al.
Published: (2025)
by: Hsu, Enshuo, et al.
Published: (2025)
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot
by: Zhao, Xuejiao, et al.
Published: (2025)
by: Zhao, Xuejiao, et al.
Published: (2025)
ScIRGen: Synthesize Realistic and Large-Scale RAG Dataset for Scientific Research
by: Lin, Junyong, et al.
Published: (2025)
by: Lin, Junyong, et al.
Published: (2025)
Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine
by: Dou, Chengfeng, et al.
Published: (2025)
by: Dou, Chengfeng, et al.
Published: (2025)
Case-Grounded Evidence Verification: A Framework for Constructing Evidence-Sensitive Supervision
by: Arasteh, Soroosh Tayebi, et al.
Published: (2026)
by: Arasteh, Soroosh Tayebi, et al.
Published: (2026)
VersionRAG: Version-Aware Retrieval-Augmented Generation for Evolving Documents
by: Huwiler, Daniel, et al.
Published: (2025)
by: Huwiler, Daniel, et al.
Published: (2025)
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval
by: Thakur, Nandan, et al.
Published: (2023)
by: Thakur, Nandan, et al.
Published: (2023)
IndicMedDialog: A Parallel Multi-Turn Medical Dialogue Dataset for Accessible Healthcare in Indic Languages
by: Nigam, Shubham Kumar, et al.
Published: (2026)
by: Nigam, Shubham Kumar, et al.
Published: (2026)
Training the Knowledge Base through Evidence Distillation and Write-Back Enrichment
by: Lu, Yuxing, et al.
Published: (2026)
by: Lu, Yuxing, et al.
Published: (2026)
MetaAgent: Toward Self-Evolving Agent via Tool Meta-Learning
by: Qian, Hongjin, et al.
Published: (2025)
by: Qian, Hongjin, et al.
Published: (2025)
MedDoc-Bot: A Chat Tool for Comparative Analysis of Large Language Models in the Context of the Pediatric Hypertension Guideline
by: Jabarulla, Mohamed Yaseen, et al.
Published: (2024)
by: Jabarulla, Mohamed Yaseen, et al.
Published: (2024)
Evaluating Reliability Asymmetries in Chinese Factual Search and AI Answers
by: Liu, Geng, et al.
Published: (2025)
by: Liu, Geng, et al.
Published: (2025)
Conversational Exploratory Search of Scholarly Publications Using Knowledge Graphs
by: Schneider, Phillip, et al.
Published: (2024)
by: Schneider, Phillip, et al.
Published: (2024)
Attribution in Scientific Literature: New Benchmark and Methods
by: Saxena, Yash, et al.
Published: (2024)
by: Saxena, Yash, et al.
Published: (2024)
OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
by: Asai, Akari, et al.
Published: (2024)
by: Asai, Akari, et al.
Published: (2024)
OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models
by: Maharjan, Jenish, et al.
Published: (2024)
by: Maharjan, Jenish, et al.
Published: (2024)
Grounded Cache Routing for Retrieval-Augmented Generation: When Is It Safe to Reuse an Answer?
by: Shah, Syed Huma
Published: (2026)
by: Shah, Syed Huma
Published: (2026)
Grounding Language Model with Chunking-Free In-Context Retrieval
by: Qian, Hongjin, et al.
Published: (2024)
by: Qian, Hongjin, et al.
Published: (2024)
LitLLM: A Toolkit for Scientific Literature Review
by: Agarwal, Shubham, et al.
Published: (2024)
by: Agarwal, Shubham, et al.
Published: (2024)
Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding
by: Jivani, Smit, et al.
Published: (2026)
by: Jivani, Smit, et al.
Published: (2026)
Similar Items
-
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval
by: Vladika, Juraj, et al.
Published: (2024) -
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification
by: Vladika, Juraj, et al.
Published: (2024) -
Enhancing Answer Attribution for Faithful Text Generation with Large Language Models
by: Vladika, Juraj, et al.
Published: (2024) -
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking
by: Vladika, Juraj, et al.
Published: (2023) -
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems
by: Vladika, Juraj, et al.
Published: (2025)