Chapter
The Limitations of Machine Learning
55:38 - 1:02:59 (07:20)
The limitations of machine learning include both the data problem and the way we train our systems. However, it is possible that human connection and language can be improved using machine learning in the future.
Clips
Despite advancements in machine translation, understanding the complexities of human language processing still poses a challenge for accurate machine translations.
55:38 - 57:54 (02:15)
Language Translation
Summary
Despite advancements in machine translation, understanding the complexities of human language processing still poses a challenge for accurate machine translations. However, with more data and increased training, machine translation systems have significantly improved in recent years.
ChapterThe Limitations of Machine Learning
EpisodeRegina Barzilay: Deep Learning for Cancer Diagnosis and Treatment
PodcastLex Fridman Podcast
The challenge of machine learning is its ability to generalize and be compositional.
57:54 - 1:02:59 (05:04)
Machine Learning
Summary
The challenge of machine learning is its ability to generalize and be compositional. This is limiting its current capacity to perfect new tasks or languages.