Evidence-Grounded Generation

Ask about this topic

Momentum

16 papers in the last four weeks, up 14% on the four weeks before. 0.2% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 99

All topics
CardsList

  1. FinGround: Detecting and Grounding Financial Hallucinations via Atomic Claim Verification

    Apr 26, 2026Dongxin Guo, Jikun Wu, Siu Ming YiuLLM Answer VerificationFinancial QA

    1The University of Hong Kong · 2Stellaris AI Limited

  2. MedProbeBench: Systematic Benchmarking at Deep Evidence Integration for Expert-level Medical Guideline

    Apr 20, 2026Jiyao Liu, Jianghan Shen, Sida Song +19HealthcareAI Agent Benchmarks

    Fudan University, Shanghai, China · Shanghai Artificial Intelligence Laboratory, Shanghai, China · Nanjing University, Nanjing, China +1

  3. ArbGraph: Conflict-Aware Evidence Arbitration for Reliable Long-Form Retrieval-Augmented Generation

    Apr 20, 2026Qingying Niu, Yuhao Wang, Ruiyang Ren +2Retrieval-Augmented GenerationEvidence-Grounded Generation

    Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China, 100872 · Carnegie Mellon University, Pittsburgh, Pennsylvania, USA, 15213

  4. Learning from AVA: Early Lessons from a Curated and Trustworthy Generative AI for Policy and Development Research

    Apr 20, 2026Nimisha Karnatak, Mohamad Chatila, Daniel Alejandro Pinzón Hernández +3Retrieval-Augmented GenerationEvidence-Grounded Generation

    University of Oxford · The World Bank Group · Nouswise, Inc.

  5. The Provenance Gap in Clinical AI: Evidence-Traceable Temporal Knowledge Graphs for Rare Disease Reasoning

    Apr 18, 2026Md Shamim Ahmed, Maja Dusanic, Moritz Nikolai Kirschner +4Data ProvenanceHealthcare

    Department of Mathematics and Computer Science, University of Southern Denmark, Campusvej 55, 5230 Odense, Denmark · Universitätsmedizin Göttingen, Robert-Koch-Straße 40, 37075 Göttingen, Germany

  6. DeepER-Med: Advancing Deep Evidence-Based Research in Medicine Through Agentic AI

    Apr 16, 2026Zhizheng Wang, Chih-Hsuan Wei, Joey Chan +19Deep Research AgentsHealthcare

    Division of Intramural Research (DIR), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, MD 20892, USA · Hunterian Neurosurgical Laboratory, Johns Hopkins School of Medicine, Baltimore, MD 21231, USA · Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD 20892, USA +7

  7. Are Finer Citations Always Better? Rethinking Granularity for Attributed Generation

    Apr 1, 2026Hexuan Wang, Jingyu Zhang, Benjamin Van Durme +1LLM EvaluationLLM Grounding

    Department of Computer Science, Johns Hopkins University

  8. Coverage-Controlled Preference Mining from Noisy Claim Verification for Evidence-Grounded Generation

    Mar 11, 2026Weixin Liu, Congning Ni, Qingyuan Song +4Claim VerificationHealthcare

    Vanderbilt University, Nashville, TN, USA · Vanderbilt University Medical Center, Nashville, TN, USA · Virginia Tech, Blacksburg, VA, USA

  9. MAPLE: Medical Aspect-Based Summarization with Phrase-Level Evidence

    Jan 6, 2026Bohao Chu, Hendrik Damm, Tabea M. G. Pakull +5HealthcareText Summarization

    University of Duisburg-Essen · University of Applied Sciences and Arts Dortmund · University Hospital Essen +1