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AI (4)

Citibeats & GPT3: A human-machine friendly chat about innovation, evolution and life

What if there was a way to have a conversation with a machine as you would with a human being?

Well, current innovations in Large Language Models (LLM) make such a thing possible.

LLMs are machine learning algorithms that utilize large text-based datasets to recognize, predict, and generate human languages. 

Take our recent conversation with GPT-3—or Generative Pre-trained Transformer 3—for instance, a model that leverages deep learning technology to produce human text.

Once a month, Citibeats will have such conversations with various publicly available LLMs, such as GPT-3 by OpenAI, Jurassic-1 by AI21 Labs, and GPT-NeoX by EleutherAI. Beyond simply chatting with a GPT-3, this series will explore the creative, clever use of AI and innovative technologies to profoundly impact our social future—a core value for Citibeats.

Utilizing OpenAI playground (with the following parameters: Model: text-davinci-002; Temperature: 0.9; Top P: 1; Presence penalty: 0.6), here is Citibeats Chief Technology Officer (CTO) Abby Seneor’s chat with the GPT-3, a.k.a. “Clever.”

Enjoy!

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Keyboard mockup with red key that reads - Hate Speech

Boosting BERT Performances With Low Resources

Introduction

At Citibeats, we often attempt to build new classifiers to gain insights from social media posts and provide the best context we can to our users around citizens' needs. For instance, we developed some tools to extract information from those posts: a request detector, gratitude detector, concern detector, human/bot or male/female detectors.

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