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Best Large Language Models & Frameworks of 2023

AssemblyAI

These feats of computational linguistics have redefined our understanding of machine-human interactions and paved the way for brand-new digital solutions and communications. Original natural language processing (NLP) models were limited in their understanding of language. GPT-4 GPT-4 is OpenAI's latest (and largest) model.

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A Gentle Introduction to GPTs

Mlearning.ai

GPT-3 is a autoregressive language model created by OpenAI, released in 2020 . Natural Language Processing (NLP) NLP is subset of Artificial Intelligence that is concerned with helping machines to understand the human language. It is one of the significant milestones in the journey of complex AI systems. What is GPT-3?

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All Languages Are NOT Created (Tokenized) Equal

Topbots

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.

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AI2 at ACL 2023

Allen AI

Researchers from The Allen Institute for AI, University of Utah, Cornell University, OpenAI, and the Paul G. Allen School of Computer Science challenge AI models to “demonstrate understanding” of the sophisticated multimodal humor of The New Yorker Caption Contest. Reproducibility in NLP: What Have We Learned from the Checklist?

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Large Language Models – Technical Overview

Viso.ai

LLMs apply powerful Natural Language Processing (NLP), machine translation, and Visual Question Answering (VQA). Introduction of Word Embeddings The introduction of the word embeddings initiated great progress in LLM and NLP. The models, such as BERT and GPT-3 (improved version of GPT-1 and GPT-2), made NLP tasks better and polished.

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The State of Multilingual AI

Sebastian Ruder

At the same time, a wave of NLP startups has started to put this technology to practical use. I will be focusing on topics related to natural language processing (NLP) and African languages as these are the domains I am most familiar with. This post takes a closer look at how the AI community is faring in this endeavour.

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Explainable AI and ChatGPT Detection

Mlearning.ai

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.