FIELD NOTES TOPIC
information extraction
3 notes, newest first.
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations
The paper introduces a new approach called READ (Reliable Embedding-free Agentic Document-search) for retrieving information from long documents such as financial statements and audit reports. The traditional method of…
Schema-Guided Hierarchical Information Extraction and Semantic Evaluation Using Generative AI
Researchers have developed a new method for extracting complex, structured information from unstructured text documents using generative AI. The method involves creating a schema that serves as an information model…
Schema-Guided Hierarchical Information Extraction and Semantic Evaluation Using Generative AI
Researchers have developed a framework using generative AI to extract complex, structured information from unstructured text documents. This framework also includes an automated semantic evaluation step to compare the…
