Large Language Models for Detecting Bias in Job Descriptions

university

2024-mcm-everitt-ryan

AI & ML interests

NLP, Large Language Models, Bias Detection, Diversity, Recruitment

updated 2 datasets over 1 year ago

2024-mcm-everitt-ryan/augmented-taxonomy-terms

Viewer • Updated Aug 2, 2024 • 675 • 18

2024-mcm-everitt-ryan/benchmark

Viewer • Updated Aug 1, 2024 • 4.27k • 8

updated a Space over 1 year ago

Large Language Models for Detecting Bias in Job Descriptions.

LLms for Detecting Bias in Job Descriptions.

updated a dataset over 1 year ago

2024-mcm-everitt-ryan/trichotomy-phrases

Viewer • Updated Jul 31, 2024 • 2.14k • 8

updated 8 models over 1 year ago

2024-mcm-everitt-ryan/flan-t5-xl-job-bias-seq2seq-cls

3B • Updated Jul 30, 2024 • 21

2024-mcm-everitt-ryan/flan-t5-xl-job-bias-qlora-seq2seq-cls

3B • Updated Jul 30, 2024 • 2

2024-mcm-everitt-ryan/bert-large-uncased-job-bias-seq-cls

Text Classification • 0.3B • Updated Jul 30, 2024 • 3

2024-mcm-everitt-ryan/gemma-2-9b-job-bias-qlora-seq-cls

Text Classification • 10B • Updated Jul 30, 2024 • 15

2024-mcm-everitt-ryan/Meta-Llama-3-8B-job-bias-qlora-seq-cls

Text Classification • 8B • Updated Jul 30, 2024 • 3

2024-mcm-everitt-ryan/roberta-large-job-bias-seq-cls

Text Classification • 0.4B • Updated Jul 30, 2024 • 135

2024-mcm-everitt-ryan/Phi-3-mini-4k-instruct-job-bias-qlora-seq-cls

Text Classification • 4B • Updated Jul 30, 2024 • 19

2024-mcm-everitt-ryan/bert-base-uncased-job-bias-seq-cls

Text Classification • 0.1B • Updated Jul 30, 2024 • 4

updated a model almost 2 years ago

2024-mcm-everitt-ryan/roberta-base-job-bias-seq-cls

Text Classification • 0.1B • Updated Jul 17, 2024 • 13

updated 3 datasets almost 2 years ago

2024-mcm-everitt-ryan/possible-bias

Viewer • Updated Jun 11, 2024 • 2.52M • 23

2024-mcm-everitt-ryan/job-postings-english-clean

Viewer • Updated May 26, 2024 • 1.76M • 16 • 1

2024-mcm-everitt-ryan/job-postings-raw

Viewer • Updated May 25, 2024 • 2.6M • 34 • 1