Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes

Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes

6 May 2024

Geetanjali Bihani

Julia Taylor Rayz

Papers citing "Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes"

15 / 15 papers shown

Title
On the Mutual Influence of Gender and Occupation in LLM Representations Haozhe An Connor Baumler Abhilasha Sancheti Rachel Rudinger AI4CE 53 0 0 09 Mar 2025
JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models Ze Wang Zekun Wu Xin Guan Michael Thaler Adriano Soares Koshiyama Skylar Lu Sachin Beepath Ediz Ertekin Jr. Maria Perez-Ortiz 19 0 0 17 Jun 2024
Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs Shashank Gupta Vaishnavi Shrivastava A. Deshpande A. Kalyan Peter Clark Ashish Sabharwal Tushar Khot 97 49 0 08 Nov 2023
Evaluating Gender Bias of Pre-trained Language Models in Natural Language Inference by Considering All Labels Panatchakorn Anantaprayoon Masahiro Kaneko Naoaki Okazaki 48 12 0 18 Sep 2023
Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Yiming Tan Dehai Min Y. Li Wenbo Li Nan Hu Yongrui Chen Guilin Qi AI4MH ELM 44 51 0 14 Mar 2023
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 53 128 0 18 May 2022
Socially Aware Bias Measurements for Hindi Language Representations Vijit Malik Sunipa Dev A. Nishi Nanyun Peng Kai-Wei Chang 39 33 0 15 Oct 2021
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief Nora Kassner Oyvind Tafjord Hinrich Schütze Peter Clark KELM LRM 220 64 0 29 Sep 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 248 374 0 28 Feb 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 249 273 0 01 Feb 2021
Debiasing Pre-trained Contextualised Embeddings Masahiro Kaneko Danushka Bollegala 202 121 0 23 Jan 2021
Learning to Generate Task-Specific Adapters from Task Description Qinyuan Ye Xiang Ren 91 21 0 02 Jan 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 3,054 0 23 Jan 2020
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 193 607 0 03 Sep 2019
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 249 618 0 04 Dec 2018