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You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
FRAUDULENT
null
FRAUDULENT
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
FRAUDULENT
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
FRAUDULENT
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
FRAUDULENT
null
FRAUDULENT
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
FRAUDULENT
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
FRAUDULENT
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
FRAUDULENT
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
FRAUDULENT
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
FRAUDULENT
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
FRAUDULENT
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
FRAUDULENT
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
FRAUDULENT
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
FRAUDULENT
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
FRAUDULENT
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
FRAUDULENT
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
FRAUDULENT
null
FRAUDULENT
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
FRAUDULENT
null
FRAUDULENT
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
You are reviewing a job advertisement submitted to an applicant tracking system, to decide whether it is a legitimate posting or an employment scam. Employment scams typically aim to harvest personal data or money from applicants. Roughly 5% of postings in this system are fraudulent, so most ads you see are legitimate...
LEGITIMATE
null
LEGITIMATE
End of preview. Expand in Data Studio

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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-job_scam_detection

This dataset contains pairs of job advertisement prompts and binary classifications indicating whether each posting is legitimate or fraudulent. The samples include detailed company profiles, job descriptions, and requirements used to train models for identifying employment scams. Each entry is formatted as a prompt asking for a single-word decision followed by the correct label.

Dataset size

There are 3,131 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is A, with a relative quality improvement of 4.4%.

Domain

  • Hr (100%)

Language

  • English (100%)

Tone

  • Objective (100%)

Evaluation Results

  • Quality Gains:

    QualityGains
  • Grade Improvement:

    Grade
  • Percentile Chart:

    Percentile Chart
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