Marktechpost

MAY 13, 2024

Tokenization is essential in computational linguistics, particularly in the training and functionality of large language models (LLMs). The study demonstrated the effectiveness of this new method by applying it to several well-known models, including variations of Google’s BERT and OpenAI’s GPT series.

Automation 106

Automation Computational Linguistics Large Language Models Natural Language Processing 106

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. GPT-4 GPT-4 is OpenAI's latest (and largest) model. It leverages advanced retrieval and compression techniques to ensure high-quality LLM responses.

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

Viso.ai

JULY 18, 2024

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. GPT-4, BERT) based on your specific task requirements.

Large Language Models 52

Large Language Models Neural Network Natural Language Processing BERT 52

Applied Data Science

DECEMBER 23, 2022

Here are some diffusion models that this year gave us: Dalle-2 by OpenAI, Imagen by Google and Stable Diffusion by Huggin Face. The first computational linguistics methods tried to bypass the immense complexity of human language learning by hard-coding syntax and grammar rules in their models. What happened?

Neural Network 52

Neural Network Data Science AI Deep Learning 52

Sebastian Ruder

NOVEMBER 14, 2022

Research models such as BERT and T5 have become much more accessible while the latest generation of language and multi-modal models are demonstrating increasingly powerful capabilities. In Findings of the Association for Computational Linguistics: ACL 2022 (pp. RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Natural Language Processing 52

Natural Language Processing NLP Computational Linguistics BERT 52