#information-retrieval
#information-retrieval
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#ai
Artificial intelligence
fromClickUp
4 months agoAI in Knowledge Management: Benefits, Use Cases & Tools
AI enhances knowledge management by automating information organization and improving search efficiency.
It enables faster retrieval, smarter organization, better collaboration, and improved decision-making.
fromHackernoon
2 years agoNavigating Skew: Addressing Language & Domain Biases in Web Data | HackerNoon
The high-skewed language distribution of documents and queries leads to significant language bias in data and models, impacting the performance of information retrieval systems.
Privacy professionals
fromHackernoon
2 years agoChallenges in Web-Scale Information Retrieval: From Keywords to Embeddings | HackerNoon
Traditional keyword matching in information retrieval fails to understand user intent, which leads to irrelevant results and limits the diversity of responses, requiring query alterations to be effective.
Web development
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Artificial intelligence
fromHackernoon
8 months agoTired of Digging Through Long PDFs? You Can Build a Bot That Can Quickly Answer Questions for You | HackerNoon
Large language models struggle to provide accurate answers when overwhelmed by large amounts of information.
Retrieval-Augmented Generation (RAG) enhances LLMs by allowing them to focus on relevant information for better accuracy.
fromHackernoon
1 year agoSay Goodbye to AI Hallucinations: A Simple Method to Improving the Accuracy of Your RAG System | HackerNoon
RAG technology significantly enhances AI applications but faces challenges like retrieval accuracy and context retention.
Innovations are needed to optimize RAG technology for better performance.
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