#Information Extraction

5개의 포스트

[논문리뷰] Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models

Mikhail Burtsev이 arXiv에 게시한 'Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models' 논문에 대한 자세한 리뷰입니다.

#Review #Knowledge Graphs #Large Language Models #Information Extraction #Wikidata Ontology #Question Answering #Entity Normalization #Retrieval Augmented Generation

2025년 12월 1일

[논문리뷰] SO-Bench: A Structural Output Evaluation of Multimodal LLMs

arXiv에 게시된 'SO-Bench: A Structural Output Evaluation of Multimodal LLMs' 논문에 대한 자세한 리뷰입니다.

#Review #Multimodal LLMs #Structural Output #Information Extraction #JSON Schema #SO-Bench #Visual Reasoning #Supervised Fine-tuning #Reinforcement Learning

2025년 11월 30일

[논문리뷰] Focused Chain-of-Thought: Efficient LLM Reasoning via Structured Input Information

Kristian Kersting이 arXiv에 게시한 'Focused Chain-of-Thought: Efficient LLM Reasoning via Structured Input Information' 논문에 대한 자세한 리뷰입니다.

#Review #LLM Reasoning #Chain-of-Thought #Prompt Engineering #Efficiency #Structured Input #Information Extraction #Cognitive Psychology #Token Reduction

2025년 11월 30일

[논문리뷰] HunyuanOCR Technical Report

arXiv에 게시된 'HunyuanOCR Technical Report' 논문에 대한 자세한 리뷰입니다.

#Review #Optical Character Recognition #Multimodal Large Language Model #End-to-End Learning #Reinforcement Learning #Document Parsing #Information Extraction #Text Spotting

2025년 11월 25일

[논문리뷰] ComProScanner: A multi-agent based framework for composition-property structured data extraction from scientific literature

arXiv에 게시된 'ComProScanner: A multi-agent based framework for composition-property structured data extraction from scientific literature' 논문에 대한 자세한 리뷰입니다.

#Review #Multi-agent Systems #Large Language Models (LLMs)#Information Extraction #Scientific Literature #Materials Science #Data Curation #Piezoelectric Materials #RAG (Retrieval-Augmented Generation)

2025년 10월 24일