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Home/Authors/James P. Balhoff

James P. Balhoff

2 indexed papers

Recent (6 mo)
2
With code
0
Influential cites
0
Benchmarked
0

Publications per year

2
26

Top categories

AI×2Emerging Tech×1

Frequent co-authors

Peter W. Rose1×
Benjamin M. Good1×
Amanda M. Saravia-Butler1×
Charlotte A. Nelson1×
Yaphet Kebede1×
Patricia L. Whetzel1×

Research Timeline

2026
Frontier LLM-based agents can overcome the ontology curation bottleneck for natural phenotypes

Frontier LLM-based agents can effectively overcome the manual bottleneck of phenotype annotation by achieving consistency comparable to human experts, significantly outperforming existing NLP tools.

mcp-proto-okn: Natural-language access to open scientific knowledge graphs through the Model Context Protocol

mcp-proto-okn is a Python server that facilitates natural language access to complex scientific knowledge graphs, simplifying cross-domain knowledge analysis for biomedical research.

Highlighted terms show continued research focus across papers

Papers

cs.AIcs.ETRecentMay 28, 2026

mcp-proto-okn: Natural-language access to open scientific knowledge graphs through the Model Context Protocol

Peter W. Rose, Benjamin M. Good, Amanda M. Saravia-Butler, Charlotte A. Nelson +6 more

mcp-proto-okn is a Python server that facilitates natural language access to complex scientific knowledge graphs, simplifying cross-domain knowledge analysis for biomedical research.

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cs.AIRecentMay 27, 2026

Frontier LLM-based agents can overcome the ontology curation bottleneck for natural phenotypes

James P. Balhoff, Hilmar Lapp

Frontier LLM-based agents can effectively overcome the manual bottleneck of phenotype annotation by achieving consistency comparable to human experts, significantly outperforming existing NLP tools.

View →