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Improve LLM performance with human and AI feedback on Amazon SageMaker for Amazon Engineering

AWS Machine Learning

The Amazon D&C team implemented the solution in a pilot for Amazon engineers and collected user feedback. In this post, we share how we analyzed the feedback data and identified limitations of accuracy and hallucinations RAG provided, and used the human evaluation score to train the model through reinforcement learning.

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How to Set Industry NPS Benchmarks and Why It Matters

Lumoa

Net Promoter Scores are always an interesting topic of conversation, and industry NPS benchmarks even more so. This blog post will discuss NPS benchmarks and look at why NPS is so essential to overall customer success. For example, the average NPS score in 2021 for the retail sector is 32.9, and IT services is 42.

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Driving Business Growth With a Focused Effort on Customer Feedback

customer sure

The team’s approach to customer feedback and improving customer experience are often cited by us as a beacon of best practice, but they’re actually going one step further. They are actively investing in their customer feedback programme in a strategic move to drive growth in the emerging Underfloor Heating market.

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Guest Blog: Is Your Contact Center Using the Right Customer Feedback Tool?

ShepHyken

As has been widely noted in today’s marketplace, your customers’ opinions and expectations – for good or bad, reasonable or not – are your company’s new benchmark. Before Soliciting Feedback. For example, is the goal to improve your customers’ experience, and if so, which facet? Agent Input.

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Study: The Health of the Contact Center

What does it take to engage agents in this customer-centric era? Download our study of 1,000 contact center agents in the US and UK to find out what major challenges are facing contact center agents today – and what your company can do about it.

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Nonresponse Bias: Your Guide to Avoiding Errors [+ Examples]

Nicereply

Examples of surveys which is lead to nonresponse bias How to avoid non response bias The common mistakes that lead to nonresponse bias in surveys Bonus part. For an example of nonresponse bias, let’s say you’re conducting a phone survey on political opinions. Here are some examples of uncomfortable questions.

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How To Benchmark Your NPS

ChurnZero

As you stand up your Net Promoter Score ® (NPS) program and responses start flowing in, it can be exciting to read the feedback and calculate your NPS score. How can you compare your score to others in your industry, or to any general benchmarks? External Benchmarks. Overall Benchmarks. Industry Benchmarks.

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The Health of the Contact Center: Are You Ready for 2019?

A survey of 1,000 contact center professionals reveals what it takes to improve agent well-being in a customer-centric era. This report is a must-read for contact center leaders preparing to engage agents and improve customer experience in 2019.