8D Project Overview on AI Chatbot Evaluation
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8D Project Overview on AI Chatbot Evaluation

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Questions and Answers

What is the primary objective of the 8D evaluations?

  • To analyze user demographics in social media.
  • To develop new features for the chatbot interface.
  • To evaluate responses from the model based on user queries. (correct)
  • To compare AI responses across various platforms.
  • Which of the following is NOT a criterion for rating responses in the 8D evaluations?

  • Grammar/Presentation
  • Citation Correctness
  • Relevance
  • User Satisfaction (correct)
  • When evaluating a response, what should be particularly checked in relation to external sources?

  • If the response incorporates information from linked sources or social media posts. (correct)
  • If the response is repetitive in nature.
  • Whether the response is longer than previous responses.
  • The number of times the model uses specific keywords.
  • What is the significance of the hierarchy of cooperation types in the 8D evaluations?

    <p>It guides evaluators on preferred response strategies.</p> Signup and view all the answers

    What does a safety refusal indicate in the context of 8D evaluations?

    <p>The model is unable to provide information due to safety concerns.</p> Signup and view all the answers

    Which task type can evaluators expect to encounter in the 8D project?

    <p>Creative and analytical prompts.</p> Signup and view all the answers

    What should evaluators do if they find suspicious sources listed in the references?

    <p>Follow up with independent fact-checking.</p> Signup and view all the answers

    In what context are the Facebook feed tasks rated?

    <p>One-Feed Queue.</p> Signup and view all the answers

    What is the primary focus when evaluating the latest response in a conversation history?

    <p>Ensuring quality and thoroughness in evaluation</p> Signup and view all the answers

    What should be done if the task involves an image that is necessary for evaluation but does not display?

    <p>Select 'Text is displaying incorrectly'</p> Signup and view all the answers

    In tasks where the model cites sources, what must be verified?

    <p>That the model is correctly citing facts from the sources</p> Signup and view all the answers

    Which of the following describes Facebook Feed Context tasks?

    <p>They necessitate relevance to the most recent Facebook Feed Context</p> Signup and view all the answers

    What should be considered when using the SRT platform?

    <p>Familiarizing with different parts of the SRT interface</p> Signup and view all the answers

    Which instruction is NOT part of the task workflow on the SRT platform?

    <p>Complete tasks based solely on first impressions</p> Signup and view all the answers

    What should be prioritized when reviewing chat history and citations?

    <p>Assessing the accuracy of citations related to prompts</p> Signup and view all the answers

    When dealing with a safety refusal, what should be ensured in the response?

    <p>It clearly states the refusal while addressing safety</p> Signup and view all the answers

    Study Notes

    8D Project Overview

    • Evaluate AI chatbot responses to user prompts
    • Rate the prompt based on 8 criteria:
      • Accuracy
      • Citation Correctness
      • Instruction Following
      • Refusal
      • Grammar/Presentation
      • Relevance
      • Tone/Style
      • Comprehensiveness
    • Focus on whether the response addresses linked sources or social media posts in the conversation history
    • Tasks may not have refernce links or social media posts, but check each chat history for them
    • Higher quality responses effectively address and/or incorporate information from external sources of information
    • Quality is of the utmost importance

    Important Documents and Resources

    • SRT (Customer Platform) Interface Preview: Familiarize yourself with the different parts.
    • Key SRT Terms
    • Remotasks/Outlier Interface Preview: Familiarizes yourself with where to input information into the task interface.
    • Key Remotasks/Outlier Terms
    • SRT Login Instructions
    • Task Workflow: You will evaluate response to a prompt and be given conversation history as context on Remotasks/Outlier and SRT Platform.

    Benchmark Exam

    • Complete benchmark training tasks

    How to Complete Specific Tasks

    • Facebook Feed Context: These tasks are fairly common where the latest model response must be relevant to the most recent Facebook Feed Context.
      • Example: Facebook Feed Context tasks show up fairly often on the project.

    Example Task of Prompt and Response with Citations

    • Example task of Prompt and Response with Citations:
      • The model can cite documents.
      • Example document ID: []

    Response Grading Rubric

    • Tone & Style: Refresher Course available.
    • Refusals:
      • Safety Refusal: Explicit mention of something along the lines of "I'm not supposed to answer that".
      • Capability Refusal: "I don't understand this prompt."
      • Ignorance: "I don't know that"
      • Other Refusal: This is a refusal that does not fit into the other defined categories.

    Appendix

    Good Justification

    • Example of acceptable review notes:

    How to Rate Facebook Feed Tasks (One-Feed Queue)

    • The Basics:
      • Example with rating and explanation/thought process:
      • Chat History and latest user prompt:
      • Facebook Graphic:
      • References:
      • Response:
      • Rating with Explanations:

    Instructions Update Log

    • Important Project Updates:
      • Use Discourse Blockers Google Form to request help regarding the Discourse platform

    Important Project Updates

    • If any source looks suspicious, follow up with independent fact checking

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    Quiz Team

    Description

    This quiz focuses on the evaluation of AI chatbot responses based on eight essential criteria such as accuracy, relevance, and tone/style. Participants will learn how to assess the effectiveness of chatbot communication and incorporate information from external sources. Quality evaluation is emphasized throughout the process.

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