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Large Language Models – Technical Overview

Viso.ai

Categorization of LLMs – Source One of the most common examples of an LLM is a virtual voice assistant such as Siri or Alexa. A diagram of a text-to-text LLM framework – Source OpenAI’s GPT-3, with its 175 billion parameters, is another prominent example. When you ask, “What is the weather today?”,

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Testing the Robustness of LSTM-Based Sentiment Analysis Models

John Snow Labs

On the other hand, Sentiment analysis is a method for automatically identifying, extracting, and categorizing subjective information from textual data. The 49th Annual Meeting of the Association for Computational Linguistics (ACL 2011). Daly, Peter T. Pham, Dan Huang, Andrew Y. Ng, and Christopher Potts.

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What if AI treats humans the way we treat animals?

Flipboard

While we can only guess whether some powerful future AI will categorize us as unintelligent, what’s clear is that there is an explicit and concerning contempt for the human animal among prominent AI boosters. Humans, like animals, are vulnerable, breakable creatures who can only thrive within a specific set of physical and social constraints.

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The State of Multilingual AI

Sebastian Ruder

Recent Progress Recent progress in this area can be categorized into two categories: 1) new groups, communities, support structures, and initiatives that have enabled broader work; and 2) high-level research contributions such as new datasets and models that allow others to build on them. Computational linguistics, 47(2), 255-308.