Research map: Structured Schemas for Provenance‐Rich, LLM ‐Assisted QSP Model Calibration

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Papers in this map

  1. A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions · Lei Huang · 2024 · 2105 citations · Cited by this paper
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  19. LLM-IE: a python package for biomedical generative information extraction with large language models · Enshuo Hsu · 2025 · 15 citations · Cited by this paper
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  21. Collaborative Large Language Models for Automated Data Extraction in Living Systematic Reviews · Muhammad Ali Khan · 2024 · 9 citations · Cited by this paper
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  23. SciDaSynth: Interactive Structured Data Extraction From Scientific Literature With Large Language Model · Xingbo Wang · 2025 · 6 citations · Cited by this paper
  24. JSONSchemaBench: A Rigorous Benchmark of Structured Outputs for Language Models · Saibo Geng · 2025 · 4 citations · Cited by this paper
  25. Joint extraction of entity and relation based on fine-tuning BERT for long biomedical literatures · Ting Gao · 2024 · 2 citations · Cited by this paper
  26. MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models · Shrey Pandit · 2025 · 2 citations · Cited by this paper
  27. Quantitative calibration of a spatial QSP model identifies fibroblast impact on HCC immunotherapy · Shuming Zhang · 2026 · 2 citations · Cited by this paper
  28. Accurate Medical Named Entity Recognition Through Specialized NLP Models · Jiacheng Hu · 2024 · 1 citation · Cited by this paper
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