Understanding Large Language Models - Towards Rigorous and Target...

Understanding Large Language Models: Towards Rigorous and Targeted Interpretability Using Probing Classifiers

https://WebToolTip.com

English | 2024 | ISBN: 9789180754705 | 109 Pages | PDF (True) | 8 MB

Large language models (LLMs) have become the base of many natural language processing (NLP) systems due to their performance and easy adaptability to various tasks. However, much about their inner workings is still unknown. LLMs have many millions or billions of parameters, and large parts of their training happen in a self-supervised fashion: They simply learn to predict the next word, or missing words, in a sequence. This is effective for picking up a wide range of linguistic, factual and relational information, but it implies that it is not trivial what exactly is learned, and how it is represented within the LLM.

Download options
2 providers
checked 2 hours ago
Choose the provider you prefer. You normally need only one option.
Download help
Copy all
Re-check
Copy as…
Nitroflare
Available
Download
Show link details
Rapidgator
Available
Download
Show link details
Supporters and 50+ rating users unlock live re-check, custom-format copy.
Become a supporter