LOVISH GOYALlovishgoyal.hashnode.dev·Jan 9, 2025A Beginner's Guide to Natural Language Processing (NLP)🌟👋 Hey there! Ever wondered how Siri understands your commands or how Google Translate works its magic? The answer lies in Natural Language Processing (NLP)—a fascinating field that combines computer science, linguistics, and artificial intelligence ...1 likenatural language processing
Henry Aduhenryadu.hashnode.dev·Dec 16, 2024Step-by-Step Guide to Local RAG with Ollama's Gemma 2, and LangChain.dartIntroduction to Local RAG What is Retrieval-Augmented Generation (RAG)? The core idea is to enhance the generative capabilities of language models by incorporating external knowledge retrieved from a document store or database. This approach is very ...218 readsLangChainRAG
Sam Tsamjr.hashnode.dev·Nov 28, 2024Human MemoryI'd like to go over an idea that has been brewing in me for a long time. I think I have reached the realization I need for the idea to come to life. It started a while back with this concept that language models (LMs) had enough intelligence to work ...memory
Sadra Yahyapourblog.imsadra.me·Nov 27, 2024Notio - Hashnode Post-Publication LLM ToolkitAs someone who manages various communities with different languages, personalities, and audiences, I've always wanted them all to benefit my Hashnode blogs, but I haven't been successful. Some readers found my articles boring, while others thought th...36 likes·271 readsHackathonsModusHack
Gabi Dobocanblog.telepat.io·Nov 27, 2024Web Archives Metadata Generation With GPT-4O: Charting New PathsIntroduction Creating metadata—a critical step in digital archiving—is often tedious, labor-intensive, and costly. As the volume of digital data grows, traditional manual methods for metadata creation become increasingly impractical. The scientific p...31 readsAI-automation
Gabi Dobocanblog.telepat.io·Nov 24, 2024Distinguishing Ignorance From Error In Llm HallucinationsArxiv: https://arxiv.org/abs/2410.22071v1 PDF: https://arxiv.org/pdf/2410.22071v1.pdf Authors: Yonatan Belinkov, Idan Szpektor, Jonathan Herzig, Adi Simhi Published: 2024-10-29 Introduction: The Problem of LLM Hallucinations Large language models (L...1 like·43 readsAi Accuracy
Gabi Dobocanblog.telepat.io·Nov 22, 2024Unleashing a New Frontier in Medical Question-Answering: Rationale-Guided Retrieval Augmented GenerationArxiv: https://arxiv.org/abs/2411.00300v1 PDF: https://arxiv.org/pdf/2411.00300v1.pdf Authors: Jaewoo Kang, Hyunjae Kim, Mujeen Sung, Hyeon Hwang, Sihyeon Park, Chanwoong Yoon, Yein Park, Jiwoong Sohn Published: 2024-11-01 Introduction In a groundbr...balanced retrieval
Gabi Dobocanblog.telepat.io·Nov 20, 2024Breaking Down 'Regress, Don’t Guess': Revolutionizing Number Handling in Language ModelsDemystifying the Complexity of Language Models' Numerical Challenges Large language models, the powerhouse behind many AI-driven text generation and comprehension applications, exhibit remarkable capabilities. However, they face notable obstacles whe...language models
Gabi Dobocanblog.telepat.io·Nov 17, 2024Understanding SCAR: Paving the Way for Safer AI ApplicationsArxiv: https://arxiv.org/abs/2411.07122v1 PDF: https://arxiv.org/pdf/2411.07122v1.pdf Authors: Kristian Kersting, Patrick Schramowski, Björn Deiseroth, Manuel Brack, Felix Friedrich, Ruben Härle Published: 2024-11-11 Exploring the depths of AI tech...Autoencoders
Gabi Dobocanblog.telepat.io·Nov 17, 2024Introducing SCAR: Empowering Businesses with Safer AI through Adaptive Steering of Language ModelsArxiv: https://arxiv.org/abs/2411.07122v1 PDF: https://arxiv.org/pdf/2411.07122v1.pdf Authors: Kristian Kersting, Patrick Schramowski, Björn Deiseroth, Manuel Brack, Felix Friedrich, Ruben Härle Published: 2024-11-11 In this blog post, we're explor...AI ethics
