#text-extraction News & Analysis

2 articles tagged with #text-extraction. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

AIBullishMarkTechPost · Mar 156/10

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Zhipu AI Introduces GLM-OCR: A 0.9B Multimodal OCR Model for Document Parsing and Key Information Extraction (KIE)

Zhipu AI has released GLM-OCR, a compact 0.9B parameter multimodal model designed to solve real-world document parsing challenges including OCR, table extraction, formula recognition, and key information extraction. The model aims to address the engineering difficulties of processing actual documents rather than clean demo images while maintaining resource efficiency.

AINeutralarXiv – CS AI · Mar 25/105

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LEC-KG: An LLM-Embedding Collaborative Framework for Domain-Specific Knowledge Graph Construction -- A Case Study on SDGs

Researchers developed LEC-KG, a new framework that combines Large Language Models with Knowledge Graph Embeddings to better extract and structure information from unstructured text. The system was tested on Chinese Sustainable Development Goal reports and showed significant improvements over traditional LLM approaches, particularly for identifying rare relationships in domain-specific content.