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News/LLM-Guided Monte Carlo Tree Search over Knowledge Graphs: Composing Mechanistic Explanations for Drug-Disease Pairs
arxiv
PublishedMay 13, 2026 at 4:00 AM
▲bullish

LLM-Guided Monte Carlo Tree Search over Knowledge Graphs: Composing Mechanistic Explanations for Drug-Disease Pairs

Source
arxiv.orgfull article ↗
Read on arxiv→
Publisher summary· verbatim

arXiv:2605.09542v1 Announce Type: new Abstract: Extracting multi-step explanations from knowledge graphs poses a combinatorial challenge requiring both heuristic guidance (as candidates proliferate with depth) and credit assignment (as path quality emerges over extended sequences). Frontier LLMs, st

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Discussion
Mentioned models
02
  • 01
    Frontier LLMs
  • 02
    TESSERA
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
04
#neuro-symbolic#knowledge-graphs#reasoning#explanation

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Mentioned models
02
  • 01
    Frontier LLMs
  • 02
    TESSERA
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
04
#neuro-symbolic#knowledge-graphs#reasoning#explanation
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Originally published on arxiv ↗
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