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MUSE-AI-LabApplication

SurveyGraph

SurveyGraph is an open-source application that generates academic surveys using a Methods-Entity Knowledge Graph to organize papers and their relationships. It includes graph-aware retrieval, outline planning, evidence-gated writing, and evaluation tools.

What it does

Researchers can use it to generate and evaluate literature surveys from a topic or a collection of papers.

Availability
Public GitHub repository with installation and run instructions
Pricing model
Not established
Deployment
Installed and run locally; optional FastAPI frontend
Privacy
Not established
Licence
MIT
Capability
text generationretrievalevaluation
Modality
text
Access
CLIweb
Deployment
on-premises
Pricing
unknown
Target user
researcherdeveloper

Evidence

5 claims
  • SurveyGraph builds a Methods-Entity Knowledge Graph with method-level follow-on, competition, and shared-resource relations. [1]
    **SurveyGraph** builds a **Methods-Entity Knowledge Graph (MEKG)** that records method-level *follow-on*, *competition* and *shared-resource* relations, and uses it as the backbone for core-paper discovery, graph-aware retrieval, hybrid outlining and evidence-gated, evolution-aware writing.
    GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The pipeline includes graph-aware retrieval, hybrid outline planning, evidence-gated writing, and evaluation. [1]
    **SurveyGraph** builds a **Methods-Entity Knowledge Graph (MEKG)** that records method-level *follow-on*, *competition* and *shared-resource* relations, and uses it as the backbone for core-paper discovery, graph-aware retrieval, hybrid outlining and evidence-gated, evolution-aware writing.
    GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The repository provides installation instructions and a command-line quick start. [1]
  • An optional FastAPI frontend is available and requires a MySQL-compatible database. [1]
  • The repository identifies the project license as MIT. [1]

Sources

1
1
GitHub new repositoriesOwner-controlled
https://github.com/MUSE-AI-Lab/SurveyGraph Retrieved 2026-10-31 00:47 UTC
Verified

Versions

1
VersionEffectiveChangeChanged fieldsState
12026-10-31 00:48 UTCpublicationNoneCurrent

Open in the catalog

Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.