PinnedJanna LipenkovainTowards Data ScienceChoosing the right language model for your NLP use caseA guide to understanding, selecting and deploying Large Language Models15 min read·Sep 26, 2022--8--8
Janna LipenkovainTowards Data ScienceDesigning the relationship between LLMs and user experienceHow to make your LLM do the right things, and do them right13 min read·Apr 19, 2024--1--1
Janna LipenkovainTowards Data ScienceRedefining Conversational AI with Large Language ModelsTowards a unified user experience21 min read·Sep 28, 2023--2--2
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 serves23 min read·Sep 3, 2023--3--3
Janna LipenkovainTowards Data ScienceCreating an Information Edge with Conversational Access to DataA guide to implementing Text2SQL to power data-driven organisations19 min read·Jun 11, 2023--3--3
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…15 min read·May 29, 2023--1--1
Janna LipenkovainTowards Data ScienceOvercoming the Limitations of Large Language ModelsHow to enhance LLMs with human-like cognitive skills16 min read·Jan 23, 2023--5--5
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…9 min read·Jul 24, 2019--1--1
Janna LipenkovainTowards Data ScienceThe three levels of Natural Language Processing for your businessAuthor: Janna Lipenkova6 min read·Nov 15, 2018----
