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The automation of resume screening is a crucial aspect of the recruitment process in organizations.
Language models are few-shot learners
Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al. 2020 · 1901
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Automatic evaluation of machine translation quality using longest common subsequence and skip-bigram statistics
Chin-Yew Lin and Franz Josef Och. 2004 · 2004
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Resume information extraction with cascaded hybrid model
Kun Yu, Gang Guan, and Ming Zhou. 2005 · 2005
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Sequence to sequence learning with neural networks
Ilya Sutskever, Oriol Vinyals, and Quoc V Le. 2014 · 2014
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Combination of neural networks and conditional random fields for efficient resume parsing
CH Ayishathahira, C Sreejith, and C Raseek. 2018 · 2018
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018
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How many words do we read per minute? a review and meta-analysis of reading rate
Marc Brysbaert. 2019 · 2019
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Language models are unsupervised multitask learners
Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, Ilya Sutskever, et al. 2019 · 2019
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Resume information extraction with a novel text block segmentation algorithm
Shicheng Zu and Xiulai Wang. 2019 · 2019
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An automated resume screening system using natural language processing and similarity
Chirag Daryani, Gurneet Singh Chhabra, Harsh Patel, Indrajeet Kaur Chhabra, and Ruchi Patel. 2020 · 2020
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Exploring the limits of transfer learning with a unified text-to-text transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J Liu. 2020 · 2020
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Resume screening using natural language processing and machine learning: A systematic review
Arvind Kumar Sinha, Md Amir Khusru Akhtar, and Ashwani Kumar. 2021 · 2020
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Deep learning–based text classification: A comprehensive review
Shervin Minaee, Nal Kalchbrenner, Erik Cambria, Narjes Nikzad, Meysam Chenaghlu, and Jianfeng Gao. 2021 · 2021
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Resume classification system using natural language processing and machine learning techniques
Irfan Ali, Nimra Mughal, Zahid Hussain Khand, Javed Ahmed, and Ghulam Mujtaba. 2022 · 2022
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Introspective tips: Large language model for in-context decision making
Liting Chen, Lu Wang, Hang Dong, Yali Du, Jie Yan, Fangkai Yang, Shuang Li, Pu Zhao, Si Qin, Saravan Rajmohan, et al. 2023 · 2023
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Parameter-efficient fine-tuning of large-scale pre-trained language models
Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yusheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, et al. 2023 · 2023
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Automatic resume screening with content matching
Merve Elmas Erdem. 2023 · 2023
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An end-to-end framework for information extraction from italian resumes
Alessandro Barducci, Simone Iannaccone, Valerio La Gatta, Vincenzo Moscato, Giancarlo Sperlì, and Sergio Zavota. 2022 · 2022
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Resume screening using nlp and lstm
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Construction of english resume corpus and test with pre-trained language models
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Automated resume screener using natural language processing (nlp)
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Resume screening using machine learning and nlp: A proposed system
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Training language models to follow instructions with human feedback
Long Ouyang, Jeff Wu, Xu Jiang, Diogo Almeida, Carroll L. Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, John Schulman, Jacob Hilton, Fraser Kelton, Luke Miller, Maddie Simens, Amanda Askell, Peter Welinder, Paul Christiano, Jan Leike, and Ryan Lowe. 2022 · 2022
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Recent advances in natural language processing via large pre-trained language models: A survey
Bonan Min, Hayley Ross, Elior Sulem, Amir Pouran Ben Veyseh, Thien Huu Nguyen, Oscar Sainz, Eneko Agirre, Ilana Heintz, and Dan Roth. 2023 · 2023
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