Latest Research in Topic Modeling

11 research papers · 2026 median publication year

Top Research Topics in Topic Modeling

Highest-Cited Papers

  1. The word and the way: strategies for domain-specific BERT pre-training in German medical NLP
  2. Retrieval-augmented generation for medical question answering: a multi-metric performance evaluation
  3. DS@GT-ARC at eRisk 2026 Task 3: Sparse, Semantic, and LLM Reranking for ADHD Symptom Sentences
  4. Extracting structure–activity relationships from patents with large language models
  5. Same Evidence, Different Target: Decoding How Diagnostic Evidence Bears on Causal Questions from Language-Model States
  6. ProvenanceGuard: Source-Aware Factuality Verification for MCP-Based LLM Agents
  7. Reference-Free Evaluation of Reasoning in Open-Ended Question Answering
  8. Improving Arabic clinical question quality through domain-adaptive masked language modeling
  9. Robust Summarization of Doctor-Patient Conversations: TalTech Systems for the Beyond Transcription Challenge
  10. Knowledge Graphs vs. SQL over Structured EHR Data
  11. Cost-Pragmatic Quality Gating and Selection-Fusion Multi-Model Combiners for BioASQ Phases A+ and B
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