JobRecoGPT -- Explainable job recommendations using LLMs

A hybrid approach to managing job offers and candidates

Rémy Kessler, Nicolas Béchet, Mathieu Roche, Juan-Manuel Torres-Moreno, and Marc El-Bèze · 2012

Earlier work this paper cites.

A scalable, high-performance algorithm for hybrid job recommendations

Toon De Pessemier, Kris Vanhecke, and Luc Martens · 2016

Earlier work this paper cites.

Topic modeling driven content based jobs recommendation engine for recruitment industry

Shivam Bansal, Aman Srivastava, and Anuja Arora · 2017

Earlier work this paper cites.

Lijar: A system for job application redistribution towards efficient career marketplace

Fedor Borisyuk, Liang Zhang, and Krishnaram Kenthapadi · 2017

Earlier work this paper cites.

Hybrid deep collaborative filtering for job recommendation

Weijian Chen, Xingming Zhang, Haoxiang Wang, and Hongjie Xu · 2017

Earlier work this paper cites.

Exploiting job transition patterns for effective job recommendation

Yujin Lee, Yeon-Chang Lee, Jiwon Hong, and Sang-Wook Kim · 2017

Cited alongside, same era.

Combination of content-based user profiling and local collective embeddings for job recommendation

Vasily Leksin, Andrey Ostapets, Mikhail Kamenshikov, Dmitry Khodakov, and Vasily Rubtsov · 2017

Cited alongside, same era.

Job recommendation based on job seeker skills: An empirical study

Jorge Carlos Valverde-Rebaza, Ricardo Puma, Paul Bustios, and Nathalia C Silva · 2018

Cited alongside, same era.

Implicit skills extraction using document embedding and its use in job recommendation

Akshay Gugnani and Hemant Misra · 2020

Cited alongside, same era.

https://docparser.com/blog/data-extraction-tools/

Cited in the paper.

https://openai.com/gpt-4

Cited in the paper.

Learning effective representations for person-job fit by feature fusion

Junshu Jiang, Songyun Ye, Wei Wang, Jingran Xu, and Xiaosheng Luo · 2020

Later among the works it cites.

Using autoencoders for session-based job recommendations

Emanuel Lacic, Markus Reiter-Haas, Dominik Kowald, Manoj Reddy Dareddy, Junghoo Cho, and Elisabeth Lex · 2020

Later among the works it cites.

e-recruitment recommender systems: a systematic review

Mauricio Noris Freire and Leandro Nunes de Castro · 2021

Later among the works it cites.

A survey of large language models

Original

Wayne Xin Zhao, Kun Zhou, Junyi Li, Tianyi Tang, Xiaolei Wang, Yupeng Hou, Yingqian Min, Beichen Zhang, Junjie Zhang, Zican Dong, et al · 2023

Closest in time.