Large Language Models in the Workplace: A Case Study on Prompt
Engineering for Job Type Classification

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Large Language Models in the Workplace: A Case Study on Prompt Engineering for Job Type Classification

International Conference on Applications of Natural Language to Data Bases (NLDB), 2023

13 March 2023

Benjamin Clavié

Alexandru Ciceu

Frederick Naylor

Guillaume Soulié

Thomas Brightwell

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Papers citing "Large Language Models in the Workplace: A Case Study on Prompt Engineering for Job Type Classification"

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Title
Enhancing Hotel Recommendations with AI: LLM-Based Review Summarization and Query-Driven Insights Nikolaos Belibasakis Anastasios Giannaros Ioanna Giannoukou Spyros Sioutas 88 0 0 21 Oct 2025
LLMs for LLMs: A Structured Prompting Methodology for Long Legal Documents Strahinja Klem Noura Al Moubayed AILaw 52 0 0 02 Sep 2025
Can GPT-4o mini and Gemini 2.0 Flash Predict Fine-Grained Fashion Product Attributes? A Zero-Shot Analysis Shubham Shukla Kunal Sonalkar 126 1 0 14 Jul 2025
Towards Fairer Health Recommendations: finding informative unbiased samples via Word Sense Disambiguation Gavin Butts Pegah Emdad Jethro Lee Shannon Song Chiman Salavati Willmar Sosa Diaz Shiri Dori-Hacohen Fabricio Murai FaML 150 0 0 11 Sep 2024
CogniDual Framework: Self-Training Large Language Models within a Dual-System Theoretical Framework for Improving Cognitive TasksIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Yongxin Deng Xihe Qiu Jue Chen Chao Qu Jing Pan Yuan Cheng Yinghui Xu Wei Chu 167 4 0 05 Sep 2024
Evaluating Large Language Models for Material Selection Daniele Grandi Yash Jain Allin Groom Brandon Cramer Christopher McComb 160 13 0 23 Apr 2024
SpamDam: Towards Privacy-Preserving and Adversary-Resistant SMS Spam Detection Yekai Li Rufan Zhang Wenxin Rong Xianghang Mi 165 7 0 15 Apr 2024
VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation Hao Wang Jiayou Qin Ashish Bastola Xiwen Chen John Suchanek Zihao Gong Abolfazl Razi 138 24 0 19 Mar 2024
Security and Privacy Challenges of Large Language Models: A Survey B. Das M. H. Amini Yanzhao Wu PILM ELM 332 284 0 30 Jan 2024
Exploring ChatGPT's Capabilities on Vulnerability ManagementUSENIX Security Symposium (USENIX Security), 2023 Peiyu Liu Junming Liu Lirong Fu Kangjie Lu Yifan Xia Xuhong Zhang Wenzhi Chen Haiqin Weng R. Beyah Wenhai Wang 194 35 0 11 Nov 2023
Fake Alignment: Are LLMs Really Aligned Well?North American Chapter of the Association for Computational Linguistics (NAACL), 2023 Yixu Wang Yan Teng Kexin Huang Chengqi Lyu Songyang Zhang Wenwei Zhang Jiabo He Yu-Gang Jiang Yu Qiao Yingchun Wang 151 38 0 10 Nov 2023
Confounder Balancing in Adversarial Domain Adaptation for Pre-Trained Large Models Fine-Tuning Shuoran Jiang Qingcai Chen Yang Xiang Youcheng Pan Xiangping Wu AI4CE 246 1 0 24 Oct 2023
Large Language Models for Propaganda Detection Nils Messerschmidt Daniel Gordon Jones L. Zavolokina 200 15 0 10 Oct 2023
Fairness of ChatGPT and the Role Of Explainable-Guided Prompts Yashar Deldjoo 226 25 0 14 Jul 2023
A Survey on Evaluation of Large Language ModelsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023 Yu-Chu Chang Xu Wang Yongfeng Zhang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 576 2,595 0 06 Jul 2023