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TODO: | |
* can we build a causal graph of the provenance? | |
- https://www.pywhy.org/dowhy/v0.11.1/ | |
* target publications: | |
- https://drops.dagstuhl.de/entities/issue/TGDK-volume-1-issue-1 | |
* impl a _semantic random walk_ from a source KG | |
* link entities for lemmas, noun chunks using MediaWiki lookups? | |
- apply default semantics: `skos:related` | |
* eval clustering/community detection for GOR? | |
- https://github.com/MengLiuPurdue/LocalGraphClustering | |
* RAG example | |
- https://docs.llamaindex.ai/en/latest/examples/index_structs/knowledge_graph/KuzuGraphDemo.html#query-with-embeddings | |
* extend GOR to replicate NodePiece/ULTRA ? | |
* reify GOR, then use FastRP to generate embeddings? | |
- https://github.com/Knorreman/fastRP | |
* eval community detection to condense nodes using k-medoids? | |
- https://medium.com/neo4j/clustering-graph-data-with-k-medoids-3b6a67ea0873 | |
* add conda packaging | |
- https://conda.github.io/grayskull/ | |
* SPARQL the DBPedia/Wikidata equivs | |
* other NER/RE: | |
- https://github.com/dwadden/dygiepp?tab=readme-ov-file#pretrained-models | |
* check out https://github.com/wikipedia2vec/wikipedia2vec | |
* link `sense2vec` synonyms; make affordances for UI to annotate synonyms | |