Web: https://www.reddit.com/r/LanguageTechnology/comments/vi5jwd/have_there_been_fruitful_attempts_to_decode/

June 22, 2022, 1:41 p.m. | /u/GuybrushManwood

Natural Language Processing reddit.com

When producing sentence embeddings (e.g. with `sentence-transformers`), I've been wondering if there have been some successful attempts to decode such embeddings.

I understand that this isn't trivial to achieve because of the pooling-layer. but decoding sentence embeddings could be extremely valuable for a wide variety of use cases such as text summation.

Any interesting research or projects to share on this topic?


Machine Learning Researcher - Saalfeld Lab

@ Howard Hughes Medical Institute - Chevy Chase, MD | Ashburn, Virginia

Project Director, Machine Learning in US Health

@ ideas42.org | Remote, US

Data Science Intern

@ NannyML | Remote

Machine Learning Engineer NLP/Speech

@ Play.ht | Remote

Research Scientist, 3D Reconstruction

@ Yembo | Remote, US

Clinical Assistant or Associate Professor of Management Science and Systems

@ University at Buffalo | Buffalo, NY