ELMo vs ChatGPT Plugins
In the battle of ELMo vs ChatGPT Plugins, which AI Large Language Model (LLM) tool comes out on top? We compare reviews, pricing, alternatives, upvotes, features, and more.
Between ELMo and ChatGPT Plugins, which one is superior?
Upon comparing ELMo with ChatGPT Plugins, which are both AI-powered large language model (llm) tools, ChatGPT Plugins stands out as the clear frontrunner in terms of upvotes. ChatGPT Plugins has garnered 15 upvotes, and ELMo has garnered 6 upvotes.
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ELMo
What is ELMo?
Embeddings from Language Models (ELMo) is a groundbreaking language representation model that helps machines understand complex characteristics of word usage, including both syntax and semantics, and recognizes the variations of word use across different linguistic contexts. ELMo achieves this by utilizing word vectors that are learned as functions of the internal states of a pre-trained deep bidirectional language model (biLM). BiLM uniquely models both forward and backward language model likelihoods, and when adding ELMo to a task-specific model, the weights of the biLM are frozen. The ELMo vector is then concatenated with a baseline representation of tokens and fed into a task RNN, enhancing the model's performance by providing rich, context-aware word embeddings.
ChatGPT Plugins
What is ChatGPT Plugins?
OpenAI follows an iterative deployment philosophy, and as part of this approach, it is gradually releasing plugins for ChatGPT. The purpose of this gradual release is to study the real-world use of the plugins, assess their impact, and identify any safety and alignment challenges that may arise. Getting these aspects right is essential for OpenAI to achieve its mission.
Since the launch of ChatGPT, users have expressed interest in having access to plugins, and many developers are experimenting with similar ideas. OpenAI is initially rolling out plugins to a small set of users and plans to gradually increase access as it learns more. After an alpha period, API users who want to integrate plugins into their products will also have access. OpenAI is excited to build a community that will help shape the future of the human-AI interaction paradigm.
Developers who have been invited off the waitlist can use OpenAI's documentation to build a plugin for ChatGPT. Once the plugin is created, it is listed in the prompt shown to the language model, along with documentation that instructs the model on how to use each one. The first set of plugins has been created by Expedia, FiscalNote, Instacart, KAYAK, Klarna, Milo, OpenTable, Shopify, Slack, Speak, Wolfram, and Zapier.
ELMo Upvotes
ChatGPT Plugins Upvotes
ELMo Top Features
Deep Contextualized Word Representations: ELMo provides word vectors that deeply understand the context and nuances of word usage.
Pre-trained Bidirectional Language Model: Utilizes internal states from a biLM pre-trained on extensive text corpuses for more accurate embeddings.
Enhancement of Task-specific Models: ELMo vectors can be added to existing models to improve their performance by providing contextual information.
Modeling of Polysemy: Recognizes and represents the multiple meanings of a word depending on its linguistic context.
Syntax and Semantics Modeling: Captures complex characteristics of language use, such as sentence structure and meaning.
ChatGPT Plugins Top Features
Real-time Information Access: Plugins enable ChatGPT to access up-to-date information, making it more useful and informed.
Computation Capability: Perform computations or run code snippets directly within the chat, enhancing problem-solving abilities.
Third-party Service Interaction: Interact with services like Expedia, FiscalNote, or Instacart, expanding the range of tasks ChatGPT can assist with.
Community Building: OpenAI aims to build a community of developers and users to shape the future of human-AI interaction through plugins.
Gradual Rollout: A cautious rollout approach to study real-world use, impact, and safety, ensuring a responsible deployment of this new feature.
ELMo Category
- Large Language Model (LLM)
ChatGPT Plugins Category
- Large Language Model (LLM)
ELMo Pricing Type
- Freemium
ChatGPT Plugins Pricing Type
- Freemium