Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RA6Fjmj9u2LGGJJZZI79nGHVEjETBx4n0Um7iUaEJm1sk/assertion>. }
Showing items 1 to 29 of
29
with 100 items per page.
- arXiv.2405.15374 type Entity assertion.
- DeepDocumentModel type Workflow assertion.
- DistilBERTModel type Workflow assertion.
- KGenhancedQueryProcessing type Workflow assertion.
- MEL type Workflow assertion.
- PARSE type Workflow assertion.
- SimpleChunking type Workflow assertion.
- TNNT type Workflow assertion.
- DeepDocumentModel label "Deep Document Model" assertion.
- DistilBERTModel label "Distil-BERT model" assertion.
- KGenhancedQueryProcessing label "KG-enhanced Query Processing" assertion.
- MEL label "MEL (Metadata Extractor & Loader)" assertion.
- PARSE label "PARSE" assertion.
- SimpleChunking label "Simple Chunking" assertion.
- TNNT label "TNNT (The NLP-NER Toolkit)" assertion.
- DeepDocumentModel comment "The Deep Document Model (DDM) is proposed to address limitations in traditional KG construction by providing a comprehensive and fine-grained structured representation of academic papers. It uses advanced NLP techniques (e.g., text segmentation, named entity recognition) to convert unstructured text into a hierarchical knowledge representation, enriching the Scholarly Knowledge Graph (ASKG). This enhanced KG representation is explicitly designed to facilitate more sophisticated interactions with Large Language Models." assertion.
- KGenhancedQueryProcessing comment "The KG-enhanced Query Processing (KGQP) workflow is designed to mitigate "AI hallucination" in LLMs and optimize complex queries by providing KG-based context during question-answering interactions. It involves LLMs transforming user queries into triples, performing SPARQL queries for matching against the KG, and then leveraging LLMs for final triple selection and results ranking. This directly improves the LLM's accuracy and reliability during its inference stage by grounding responses with structured KG knowledge." assertion.
- arXiv.2405.15374 describes DeepDocumentModel assertion.
- arXiv.2405.15374 describes KGenhancedQueryProcessing assertion.
- arXiv.2405.15374 discusses DistilBERTModel assertion.
- arXiv.2405.15374 discusses MEL assertion.
- arXiv.2405.15374 discusses PARSE assertion.
- arXiv.2405.15374 discusses SimpleChunking assertion.
- arXiv.2405.15374 discusses TNNT assertion.
- DeepDocumentModel subject LLMAugmentedKGConstruction assertion.
- KGenhancedQueryProcessing subject KGEnhancedLLMInference assertion.
- arXiv.2405.15374 title "Leveraging Large Language Models for Semantic Query Processing in a Scholarly Knowledge Graph" assertion.
- DeepDocumentModel hasTopCategory LLMAugmentedKG assertion.
- KGenhancedQueryProcessing hasTopCategory KGEnhancedLLM assertion.