12,637 papers · updated 18 Sept 2026livingmeta.ai
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Research domain

Literature Discovery

The Literature Discovery domain comprises 728 papers in this corpus published between 1974 and 2026. Work here is dominated by Design Science, Empirical Study, Benchmarking.

Methodology profile

  • Design Science226 (31%)
  • Empirical Study118 (16%)
  • Benchmarking114 (16%)
  • Experimental68 (9%)
  • Literature Review67 (9%)
  • Conceptual33 (5%)

Themes covered

  • AI-Assisted Discovery277 (38%)
  • Systematic Review Automation207 (28%)
  • RAG for Research187 (26%)
  • Evaluation & Benchmarks22 (3%)
  • Hallucination Control10 (1%)
  • Citation Integrity3 (0%)

Frequent sub-topics

LLM-enabled transcriptomics data retrieval and gene discovery automation · 1LLM-based content coding for competitive dynamics measurement · 1Automated research gap identification using embeddings and LLMs in systematic literature reviews · 1LLM-based scholarly content synthesis via mobile interface · 1RAG in library knowledge systems and information retrieval · 1RAG-based archival research support system · 1handwritten text recognition for bilingual code-switched manuscripts · 1AI applications in legal research methodology · 1

Representative papers

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