http://www.semanlink.net/tag/text_to_kg Documents tagged with Text to KG http://www.semanlink.net/doc/2025/02/2502_09956_kggen_extracting_ including MINE, a benchmark to evaluate how well a text-to-KG extractor captures information. 2025-02-18T15:07:20Z http://www.semanlink.net/doc/2025/02/github_stair_lab_kg_gen_know > KGGen uses an LLM-driven, multi-stage pipeline to improve graph sparsity issues: > 1. Extract entities & relations > 2. Aggregate info across multiple docs > 3. Cluster entities and relations based on semantic similarity (e.g. "Supplier A LLC" and "Supplier-A" are 1 node) > > we cluster similar nodes and edges respectively, which helps with curating a denser, richer graph. ([tweet](https://x.com/belindmo/status/1891621779073831171)) 2025-02-18T15:05:08Z http://www.semanlink.net/doc/2022/11/2210_13952_knowgl_knowledge_ How to fine-tune PLMs to read a sentence and generate the corresponding full set of semantic annotations that are compliant with the terminology of a KG? > we propose a framework able to convert text into a set of Wikidata statements 2022-11-13T10:48:17Z http://www.semanlink.net/doc/2022/05/international_workshop_on_knowl 2022-05-30T09:49:09Z http://www.semanlink.net/doc/2022/05/databorg_knowledge_management > DataBorg provides an all-in-one AI-powered platform for consumers and businesses that allows them to improve data understanding through knowledge extraction, integration and analysis. includes text -> knowledge graph conversion. 2022-05-14T10:22:34Z