AssemblyAI

SEPTEMBER 18, 2023

These feats of computational linguistics have redefined our understanding of machine-human interactions and paved the way for brand-new digital solutions and communications. LLMs leverage deep learning architectures to process and understand the nuances and context of human language. How Do Large Language Models Work?

Large Language Models 130

Large Language Models BERT Auto-complete LLM 130

Topbots

JUNE 15, 2023

This prompted me to concentrate on OpenAI models, including GPT-2 and its successors. Second, since we lack insight into ChatGPT’s full training dataset, investigating OpenAI’s black box models and tokenizers help to better understand their behaviors and outputs. This is the encoding used by OpenAI for their ChatGPT models.

Natural Language Processing 59

Natural Language Processing Computational Linguistics NLP ChatGPT 59

Mlearning.ai

FEBRUARY 19, 2023

GPT-3 is a autoregressive language model created by OpenAI, released in 2020 . It combines techniques from computational linguistics, probabilistic modeling, deep learning to make computers intelligent enough to grasp the context and the intent of the language. What is GPT-3?

Auto-classification 52

Auto-classification Natural Language Processing Auto-complete NLP 52

Viso.ai

JULY 18, 2024

Machine learning especially Deep Learning is the backbone of every LLM. Emergence and History of LLMs Artificial Neural Networks (ANNs) and Rule-based Models The foundation of these Computational Linguistics models (CL) dates back to the 1940s when Warren McCulloch and Walter Pitts laid the groundwork for AI.

Large Language Models 52

Large Language Models Neural Network Natural Language Processing BERT 52

Applied Data Science

DECEMBER 23, 2022

The idea is (as most successful ideas in machine learning are) rather simple: these models slowly destroy the original mages by adding random noise to it and then learn how to remove this noise. In this way, they learn what matters about the data. As humans we do not know exactly how we learn language: it just happens.

Neural Network 52

Neural Network Data Science Deep Learning AI 52

Topbots

JANUARY 30, 2023

In the past, the Deep Learning community solved the data shortage with self-supervision — pre-training LLMs using next-token prediction, a learning signal that is available “for free” since it is inherent to any text. Association for Computational Linguistics. [2] Association for Computational Linguistics. [4]

Large Language Models 52

Large Language Models Computational Linguistics LLM Natural Language Processing 52

Mlearning.ai

FEBRUARY 6, 2023

OpenAI themselves have included some considerations for education in their ChatGPT documentation, acknowledging the chatbot’s use in academic dishonesty. To combat these issues, OpenAI recently released an AI Text Classifier that predicts how likely it is that a piece of text was generated by AI from a variety of sources, such as ChatGPT.

Explainable AI 52

Explainable AI Explainability ChatGPT Chatbots 52