Is NLP hopeless due to Open AI?

This page summarizes the projects mentioned and recommended in the original post on /r/LanguageTechnology

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  • WorkOS - The modern identity platform for B2B SaaS
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  • DALLE-mtf

    Open-AI's DALL-E for large scale training in mesh-tensorflow.

  • EleutherAI, the large language model startup/research group that makes open-source versions (GPT-J, GPT-NeoX, etc.) of the closed-source OpenAI models like GPT-2 and -3; people in this subreddit may be interested in assisting Eleuther; they have a public Discord server that you can go to: https://www.eleuther.ai/

  • marqo

    Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

  • We have actually experimented on this and found that the bot only skims over the points and produce general statements. With this, it was found that Marqo can help OpenAI's GPT3 API with better semantics (specific knowledge) that the model has not seen during training. It helped avoid ambiguities and produced better and factually grounded responses. You can look them up: https://github.com/marqo-ai/marqo

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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