Web: https://www.reddit.com/r/MachineLearning/comments/sazht7/d_subject_bias_in_nlp/

Jan. 23, 2022, 5:59 p.m. | /u/MGeeeeeezy

Machine Learning reddit.com

Subject bias: When a trained model used in sentiment analysis gives bias results on un-learned data due to the subject in question having a learned-weight attached to it in your model.

For example, let's say we train a model to understand movies reviews. If Leonardo DiCaprio appears in many positive movie reviews, will his name contribute as a positive feature in general? This could be an issue for when we move on to use our model to evaluate other reviews. …

bias machinelearning nlp

Senior Data Engineer

@ DAZN | Hammersmith, London, United Kingdom

Sr. Data Engineer, Growth

@ Netflix | Remote, United States

Data Engineer - Remote

@ Craft | Wrocław, Lower Silesian Voivodeship, Poland

Manager, Operations Data Science

@ Binance.US | Vancouver

Senior Machine Learning Researcher for Copilot

@ GitHub | Remote - Europe

Sr. Marketing Data Analyst

@ HoneyBook | San Francisco, CA