[PDF] Pynsett: A programmable relation extractor | Semantic Scholar
A programmable relation extraction method for the English language by parsing texts into semantic graphs, ideal for extracting specialized ontologies in a limited collection of documents. This paper proposes a programmable relation extraction method for the English language by parsing texts into semantic graphs. A person can define rules in plain English that act as matching patterns onto the graph representation. These rules are designed to capture the semantic content of the documents, allowing for flexibility and ad-hoc entities. Relation extraction is a complex task that typically requires sizeable training corpora. The method proposed here is ideal for extracting specialized ontologies in a limited collection of documents.
A programmable relation extraction method for the English language by parsing texts into semantic graphs, ideal for extracting specialized ontologies in a limited collection of documents. This paper proposes a programmable relation extraction method for the English language by parsing texts into semantic graphs. A person can define rules in plain English that act as matching patterns onto the graph representation. These rules are designed to capture the semantic content of the documents, allowing for flexibility and ad-hoc entities. Relation extraction is a complex task that typically requires
related reading
- Reducto: The Agentic Document Platform for AI Teamsreducto.ai
- The Stanford Natural Language Processing Groupnlp.stanford.edu
- Elicit: AI for scientific researchelicit.com
- Elicit: AI for scientific researchelicit.org
- knowledgator/gliner-multitask-large-v0.5 · Hugging Facehuggingface.co
- KGGen: Extracting Knowledge Graphs from Plain Text with Language Modelsarxiv.org
- GitHub - knowitall/ollie: Ollie is a open information extractor that uses bootstrapped dependency paths. · GitHubgithub.com
- Parsed | Custom, interpretable AI systems that continuously learnparsed.com
- The Stanford Natural Language Processing Groupnlp.stanford.edu
- Extending and personalizing your discourse graph | RoamResearch Discourse Graph Extensionoasis-lab.gitbook.io
- NLPContributionGraph -- Structuring Scholarly NLP Contributions in the Open Research Knowledge Graphncg-task.github.io
- SemanticGraph (Stanford CoreNLP API)nlp.stanford.edu