Read The Times Australia

Daily Bulletin

Sapia.ai's new research reinforces its ethical use of AI in chat-based candidate screening

  • Written by: PR Newswire Asia - Daily Bulletin Au RSS

MELBOURNE, Australia, Jan. 18, 2023 /PRNewswire/ -- Sapia.ai, creator of the world's first AI Smart Interviewer, will be presenting four groundbreaking research reports at the Annual Conference of the Society for Industrial and Organizational Psychology (SIOP), to be held in April, 2023.

Conducted by the Sapia Labs team, the research studies explore several frontiers on the use of artificial intelligence for scoring text chat based structured interviews in the candidate selection process.

More specifically, the research highlights how advances in natural language processing (NLP) can be used in building an interview experience that mitigates bias, improves candidate experience while further improving the fairness and ethical use of AI with novel approaches in plagiarism and outlier answer detection.

The papers accepted to be presented are as follows:

  • Disability Hiring: Reducing Bias and Improving the Experience for Candidates with Disabilities
  • Identifying and Mitigating Ethnicity Bias in Structured Interview Responses
  • Plagiarism Detection and Prevalence in Online Text-Based Structured Interviews
  • Question-Aware Outlier Answer Detection for Fairer AI Scoring of Interviews

The first two papers demonstrate how both Sapia's asynchronous, untimed, text-based delivery mechanism, and its use of AI-derived feature scores, can help to reduce bias based on disability status and ethnicity.

The latter two papers explore two types of adversarial inputs, including innovative approaches for detecting and flagging plagiarized and atypical, non-question relevant responses. All of these papers have important implications for improving the ethical use of AI.

Sapia Chief Data Scientist Dr. Buddhi Jayatilleke said that the new research will further solidify Sapia as a leader in ethical AI for recruitment.

"While the world has been captivated by the power of ChatGPT, Sapia.ai has made significant advances in responsible and ethical use of language based AI in recruitment in the past several years. As foundational large language models like GPT3 become a commodity, Sapia.ai is well placed to extend those advances to chat based interviews with its unique conversational dataset and innovations in responsible AI," Buddhi said.

"The research we are presenting in this year's SIOP conference is a real testament to Sapia's commitment to world-class research and thought leadership in this space."

The reports will be presented during the 38th Annual SIOP Annual Conference in Boston, USA.

This is the second consecutive time that Sapia research is being presented at the Annual SIOP conference. In 2022, the Sapia Labs team presented Mitigating Gender Bias in Structured Interview Responses, research which showed that language data from structured interviews can be used to score candidates while mitigating gender biases.

Sapia's ongoing research and development initiatives will serve to advance its market-leading Smart Interviewer, a text-based chat interview platform that leverages Natural Language Processing (NLP) to analyse candidate responses and build skill and personality profiles for the purposes of accurate, efficient hiring.

About Sapia

Sapia's mission is to help companies unlock and engage talent at scale. With its blind, automated chat interview and comprehensive DEI analytics platform, Sapia's technology is the first solution of its kind to disrupt biases that affects traditional recruitment processes – resulting in fair outcomes for candidates and companies.

Media contact:Sapia.ai CEO Barb Hyman email: barb@sapia.aiSapia.ai Chief Data Scientist Buddhi Jayatilleke email: buddhi@sapia.ai

Authors: PR Newswire Asia - Daily Bulletin Au RSS

Read more https://www.prnasia.com/story/archive/3988281_AE88281_0

Business News

Designing Eco-Friendly Custom Water Bottles for Your Next Event

The Evolution of Sustainable Event Merchandise Event planning has undergone a massive transformation over the last decade. Gone are the days when organizers could hand out cheap, single use plastic...

Daily Bulletin - avatar Daily Bulletin

Why Choosing a Professional Florist Melbourne Makes Flower Delivery Impactful

Flowers have a great power to speak when humans cannot express their feelings with right words. Flowers are the best gifts when you are celebrating a birthday or welcoming a newborn child into your fa...

Daily Bulletin - avatar Daily Bulletin

The Business Case for Choosing Australian Fabricators Over Imported Alternatives

For a long time, you might have defaulted to overseas suppliers when sourcing fabricated metal components for a project. The unit price was lower on paper, and the maths seemed straightforward. That...

Daily Bulletin - avatar Daily Bulletin

Australian organisations are relying on business continuity plans built for a far more predictable world

Tariff escalations, supply chain fragility, geopolitical events, and the ongoing threat of cyber disruption have reshaped the risk environment facing Australian organisations. The problem is that ma...

Daily Bulletin - avatar Daily Bulletin

How to Rent a Car for Uber in Melbourne: What Every New Driver Needs to Know

Starting out as an Uber driver in Melbourne is not as complicated as it sounds but getting the vehicle right is where most new drivers get stuck. Uber has strict requirements around vehicle age, condi...

Daily Bulletin - avatar Daily Bulletin

When Should You Speak to a Lawyer About a Legal Issue?

Legal issues can begin with a simple question, then become harder to manage once formal steps are involved. Many people wait until a matter feels urgent before seeking guidance, even though earlier ...

Daily Bulletin - avatar Daily Bulletin

The strategic rise of Bali as Australia’s next essential healthcare support hub

As Australian healthcare providers grapple with unprecedented operational bottlenecks, a new nearshore model is quietly transforming patient care delivery. Forward-thinking organisations,  including...

Daily Bulletin - avatar Daily Bulletin

Cost Savings and Benefits of Using Used Pallets in Logistics

In today’s competitive logistics and supply chain industry, businesses are constantly looking for ways to reduce operational costs without compromising efficiency and reliability. One of the most prac...

Daily Bulletin - avatar Daily Bulletin

How Fulfilment Services in Australia Help Businesses Scale Efficiently

The growth of e-commerce and modern retail has transformed customer expectations. Consumers now expect fast shipping, accurate order processing, and seamless delivery experiences regardless of where...

Daily Bulletin - avatar Daily Bulletin

The Daily Magazine

Why Businesses Are Choosing Virtual Reception Services

In today’s fast-paced digital world, businesses are constantly evolving to meet the needs of their...

Why Concrete Pools Offer Endless Design Possibilities

Imagine stepping into your backyard and being greeted by a stunning pool that reflects your person...

How Legal Advice Can Help with Driving Offences

Driving is a part of everyday life for many people. It allows us the freedom to travel, commute, a...

How Experienced Lawyers Support Criminal Defence

Facing criminal charges can be one of the most daunting experiences in a person's life. The stakes...

How media and Digital Marketing agencies Help Brands Stand Out

In today’s hyper-connected world, standing out is more challenging than ever. Brands are competing...

How to Choose the Perfect Honeymoon Destination

Your wedding day is just the beginning of an incredible journey together. After saying "I do," it’...

Walking Shoes vs Running Shoes: Which Are Better for Daily Walking?

Running shoes have become the default athletic footwear for a lot of people who rarely run. That ...

What Happens to Your Rubbish After It Leaves the Kerb

Most of us don’t think much about rubbish once the bin lid closes. The truck arrives, the bins are e...

Thermoplastic vs. Paint: The True Long-Term Cost Comparison

Line marking looks like a simple line item on a school maintenance budget, until the true cost of ...