PinnedDr. Janna LipenkovainTowards Data ScienceChoosing the right language model for your NLP use caseA guide to understanding, selecting and deploying Large Language ModelsSep 26, 20228Sep 26, 20228
Dr. Janna LipenkovainTowards Data ScienceDesigning the relationship between LLMs and user experienceHow to make your LLM do the right things, and do them rightApr 191Apr 191
Dr. Janna LipenkovainTowards Data ScienceRedefining Conversational AI with Large Language ModelsTowards a unified user experienceSep 28, 20232Sep 28, 20232
Dr. Janna LipenkovainTowards Data ScienceBuilding AI products with a holistic mental modelThis article is the first in a series called “Dissecting AI applications”, which introduces a mental model for AI systems. The model servesSep 3, 20233Sep 3, 20233
Dr. Janna LipenkovainTowards Data ScienceCreating an Information Edge with Conversational Access to DataA guide to implementing Text2SQL to power data-driven organisationsJun 11, 20233Jun 11, 20233
Dr. Janna LipenkovainTowards Data ScienceFour LLM trends since ChatGPT and their implications for AI buildersIn October 2022, I published an article on LLM selection for specific NLP use cases , such as conversation, translation and summarisation…May 29, 20231May 29, 20231
Dr. Janna LipenkovainTowards Data ScienceOvercoming the Limitations of Large Language ModelsHow to enhance LLMs with human-like cognitive skillsJan 23, 20235Jan 23, 20235
Dr. Janna LipenkovainTowards Data ScienceMajor trends in NLP: a review of 20 years of ACL researchThe 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) is starting this week in Florence, Italy. We took the…Jul 24, 20191Jul 24, 20191
Dr. Janna LipenkovainTowards Data ScienceThe three levels of Natural Language Processing for your businessAuthor: Janna LipenkovaNov 15, 2018Nov 15, 2018
