NLP on Coriva https://coriva.eu.org/en/tags/nlp/ Recent content in NLP on Coriva Hugo en Thu, 21 Dec 2023 15:43:31 +0800 Key Questions Before Starting an LLM Startup https://coriva.eu.org/en/llm-based-startup-issues/ Thu, 21 Dec 2023 15:43:31 +0800 https://coriva.eu.org/en/llm-based-startup-issues/ Critical questions to answer before starting an LLM-based business: technical moats, business models, and competitive landscape. Phi-2: The Surprising Power of Small Language Models https://coriva.eu.org/en/phi-2-summary/ Thu, 14 Dec 2023 17:34:37 +0800 https://coriva.eu.org/en/phi-2-summary/ A technical breakdown of Microsoft's Phi-2: how a 2.7B parameter model rivals much larger models through data quality and scaling innovations. Textbooks Are All You Need: Key Takeaways https://coriva.eu.org/en/textbooks-are-all-you-need-summary/ Wed, 13 Dec 2023 00:33:39 +0800 https://coriva.eu.org/en/textbooks-are-all-you-need-summary/ Key takeaways from Microsoft's Phi-1 paper: how high-quality textbook data enables small models to match large model capabilities. A ChatGPT-Written Hospital Appointment Bot https://coriva.eu.org/en/bjmu-appointment-code/ Wed, 06 Dec 2023 23:59:26 +0800 https://coriva.eu.org/en/bjmu-appointment-code/ Using ChatGPT to write an automated appointment booking program for Peking University School of Stomatology. Introduction to Retrieval-Augmented Generation (RAG) https://coriva.eu.org/en/intro-to-rag/ Wed, 06 Dec 2023 23:50:54 +0800 https://coriva.eu.org/en/intro-to-rag/ An introduction to Retrieval-Augmented Generation (RAG): combining retrieval with large language models to improve answer quality.