Ai Dreams Forum

Artificial Intelligence => General AI Discussion => Topic started by: infurl on April 22, 2022, 02:03:14 am

Title: Amazon dataset for multilingual NLU
Post by: infurl on April 22, 2022, 02:03:14 am
https://www.amazon.science/blog/amazon-releases-51-language-dataset-for-language-understanding (https://www.amazon.science/blog/amazon-releases-51-language-dataset-for-language-understanding)

Quote
Imagine that all people around the world could use voice AI systems such as Alexa in their native tongues. One promising approach to realizing this vision is massively multilingual natural-language understanding (MMNLU), a paradigm in which a single machine learning model can parse and understand inputs from many typologically diverse languages. By learning a shared data representation that spans languages, the model can transfer knowledge from languages with abundant training data to those in which training data is scarce.

A long time ago I decided to focus my efforts on natural language understanding. It is only one aspect of intelligence but I figured that our natural languages have evolved to model what we think about. Therefore, if I could write software that could model what we think about, I would have solved a large part of the problem.
Title: Re: Amazon dataset for multilingual NLU
Post by: chattable on April 24, 2022, 03:19:36 am
did you hear about this?
https://ai.googleblog.com/2022/04/pathways-language-model-palm-scaling-to.html
Title: Re: Amazon dataset for multilingual NLU
Post by: MikeB on April 25, 2022, 08:18:53 am
NLU, NLP, speech recognition is all still undiscovered science. Since the Hidden Markov Model (statistical analysis) began in the 1980's, true scientific study stopped, and was replaced by giving the machine "enough information" to then guess from...

Still undiscovered:
Throwing more power at an unsolved problem doesn't help smart watches/glasses/vr & ar devices.