Data-to-Value: An Evaluation-First Methodology for Natural Language Projects · HackerPapers discussions

Data-to-Value: An Evaluation-First Methodology for Natural Language Projects — mentioned by jll29

Fri, 14 Feb 2025 00:07:18 GMT

What is called "Evaluation-Driven Development" (EDD), I called "evaluation first" approach: https://arxiv.org/abs/2201.07725 Thinking about evaluation at the beginning, not at the end of a project, means that you don't fly blind during most of the project's execution duration.

Paper and discussion history. A mention is not an endorsement.

Data-to-Value: An Evaluation-First Methodology for Natural Language Projects — mentioned by jll29

Fri, 14 Jul 2023 11:25:49 GMT

I know a plan is good when my bottom-up estimates (padded with a buffer for unforeseen contingencies) align with my top-down gut instinct of how long a project of a certain complexity "should take". As an experienced professional, one often compares with past projects and looks at the duration of a similar one - not necessarily regarding content but complexity. (I also conduct research on methodology, e.g. https://arxiv.org/abs/2201.07725 / https://dl.acm.org/doi/abs/10.1007/978-3-031-08473-7_48 .)

Paper and discussion history. A mention is not an endorsement.

Data-to-Value: An Evaluation-First Methodology for Natural Language Projects — HN submission

Sat, 22 Jan 2022 18:25:33 GMT

Process Methodology for Data Science “An Evaluation-First Methodology”

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.