12,445 papers · continuously updated · last export: 10 Aug 2026livingmeta.ai
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Research domain

Research Integrity

The Research Integrity domain comprises 1,983 papers in this corpus published between 1991 and 2026. Work here is dominated by Empirical Study, Experimental, Benchmarking.

Methodology profile

  • Empirical Study385 (19%)
  • Experimental274 (14%)
  • Benchmarking236 (12%)
  • Literature Review201 (10%)
  • Conceptual197 (10%)
  • Design Science155 (8%)

Themes covered

  • Hallucination Control727 (37%)
  • Responsible AI Use527 (27%)
  • Epistemic Risk197 (10%)
  • Citation Integrity180 (9%)
  • Evaluation & Benchmarks103 (5%)
  • Reproducibility with AI96 (5%)

Frequent sub-topics

detection of AI-generated survey responses from large language models · 1Copyright, open licensing, and LLM training implications · 1Generative AI integrity in academic publishing; human-AI boundaries · 1LLM safety evaluation for moral rationalization facilitation · 1LLM hallucination detection and mitigation via system reliability theory · 1Indoctrination risk in using large language models for research · 1Dataset provenance transparency and AI governance audit · 1AI-generated deception detection and cognitive offloading · 1

Representative papers

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