https://github.com/rohitmukkala/story_to_knowledgegraph
story2kg is an end-to-end NLP pipeline that converts raw story text into a structured, queryable Knowledge Graph (KG). It uses state-of-the-art models to automatically identify and extract characters, locations, events, and their relationships, offering a unique way to analyze and visualize narrative structure for a deeper understanding of the text
https://github.com/rohitmukkala/story_to_knowledgegraph
allennlp coreference-resolution deep-learning entity-extraction event-extraction huggingface-transformers information-extraction knowledge-graphs machine-learning natural-language-processing-nlp neo4j-graph python3 semantic-role-labeling spacy-nlp summarization
Last synced: 21 days ago
JSON representation
story2kg is an end-to-end NLP pipeline that converts raw story text into a structured, queryable Knowledge Graph (KG). It uses state-of-the-art models to automatically identify and extract characters, locations, events, and their relationships, offering a unique way to analyze and visualize narrative structure for a deeper understanding of the text
- Host: GitHub
- URL: https://github.com/rohitmukkala/story_to_knowledgegraph
- Owner: RohitMukkala
- Created: 2025-09-20T09:35:26.000Z (27 days ago)
- Default Branch: main
- Last Pushed: 2025-09-20T09:37:28.000Z (27 days ago)
- Last Synced: 2025-09-20T11:34:34.563Z (27 days ago)
- Topics: allennlp, coreference-resolution, deep-learning, entity-extraction, event-extraction, huggingface-transformers, information-extraction, knowledge-graphs, machine-learning, natural-language-processing-nlp, neo4j-graph, python3, semantic-role-labeling, spacy-nlp, summarization
- Homepage:
- Size: 119 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files: