Fetching the paper…
Reading the bibliography…
Numerous HR applications are centered around resumes and job descriptions.
Market-oriented job skill valuation with cooperative composition neural network
Ying Sun, Fuzhen Zhuang, Hengshu Zhu, Qi Zhang, Qing He, and Hui Xiong. 2021 · 1992
Earlier work this paper cites.
Deep entity matching with pre-trained language models
Yuliang Li, Jinfeng Li, Yoshihiko Suhara, AnHai Doan, and Wang-Chiew Tan. 2020 · 2004
Earlier work this paper cites.
Rouge: A package for automatic evaluation of summaries
Chin-Yew Lin. 2004 · 2004
Earlier work this paper cites.
A combined representation learning approach for better job and skill recommendation
Vachik S Dave, Baichuan Zhang, Mohammad Al Hasan, Khalifeh AlJadda, and Mohammed Korayem. 2018 · 2005
Earlier work this paper cites.
Optimizing statistical machine translation for text simplification
Wei Xu, Courtney Napoles, Ellie Pavlick, Quanze Chen, and Chris Callison-Burch. 2016 · 2016
Earlier work this paper cites.
Tim Zimmermann, Leo Kotschenreuther, and Karsten Schmidt. 2016 · 2016
Earlier work this paper cites.
Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Earlier work this paper cites.
Learning to match jobs with resumes from sparse interaction data using multi-view co-teaching network
Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, and Ji-Rong Wen. 2020 · 2020
Earlier work this paper cites.
An enhanced neural network approach to person-job fit in talent recruitment
Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Chao Ma, Enhong Chen, and Hui Xiong. 2020 · 2020
Earlier work this paper cites.
Job posting-enriched knowledge graph for skills-based matching
Maurits de Groot, Jelle Schutte, and David Graus. 2021 · 2021
Earlier work this paper cites.
Incongruent skills and experiences in online labor market
Yan Fu, Nan Li, Juan Feng, and Qiang Ye. 2021 · 2021
Earlier work this paper cites.
Smarter people analytics with organizational text data: Demonstrations using classic and advanced nlp models
Feng Guo, Christopher M Gallagher, Tianjun Sun, Saba Tavoosi, and Hanyi Min. 2021 · 2021
Cited alongside, same era.
A method for resume information extraction using bert-bilstm-crf
XiaoWei Li, Hui Shu, Yi Zhai, and ZhiQiang Lin. 2021 · 2021
Cited alongside, same era.
Job descriptions keyword extraction using attention based deep learning models with bert
Hussain Falih Mahdi, Rishit Dagli, Ali Mustufa, and Sameer Nanivadekar. 2021 · 2021
Cited alongside, same era.
Phrase-bert: Improved phrase embeddings from bert with an application to corpus exploration
Shufan Wang, Laure Thompson, and Mohit Iyyer. 2021 · 2021
Cited alongside, same era.
Symbolic knowledge distillation: from general language models to commonsense models
Peter West, Chandra Bhagavatula, Jack Hessel, Jena D Hwang, Liwei Jiang, Ronan Le Bras, Ximing Lu, Sean Welleck, and Yejin Choi. 2021 · 2021
Large language models encode clinical knowledge
Karan Singhal, Shekoofeh Azizi, Tao Tu, S Sara Mahdavi, Jason Wei, Hyung Won Chung, Nathan Scales, Ajay Tanwani, Heather Cole-Lewis, Stephen Pfohl, et al. 2022 · 2022
Later among the works it cites.
Machop: An end-to-end generalized entity matching framework
Jin Wang, Yuliang Li, Wataru Hirota, and Eser Kandogan. 2022 · 2022
Later among the works it cites.
Chain-of-thought prompting elicits reasoning in large language models
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Fei Xia, Ed Chi, Quoc V Le, Denny Zhou, et al. 2022 · 2022
Later among the works it cites.
Yejin Bang, Samuel Cahyawijaya, Nayeon Lee, Wenliang Dai, Dan Su, Bryan Wilie, Holy Lovenia, Ziwei Ji, Tiezheng Yu, Willy Chung, et al. 2023 · 2023
Closest in time.
Recruitpro: A pretrained language model with skill-aware prompt learning for intelligent recruitment
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Large language models are few-shot clinical information extractors
Monica Agrawal, Stefan Hegselmann, Hunter Lang, Yoon Kim, and David Sontag. 2022 · 2022
Cited alongside, same era.
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
Cited alongside, same era.
Occupation similarity through bipartite graphs
Pavle Boškoski, Matija Perne, Tjaša Redek, and Biljana Mileva Boshkoska. 2022 · 2022
Cited alongside, same era.
Scaling instruction-finetuned language models
Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Eric Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, et al. 2022 · 2022
Cited alongside, same era.
Soda: Million-scale dialogue distillation with social commonsense contextualization
Hyunwoo Kim, Jack Hessel, Liwei Jiang, Ximing Lu, Youngjae Yu, Pei Zhou, Ronan Le Bras, Malihe Alikhani, Gunhee Kim, Maarten Sap, et al. 2022 · 2022
Cited alongside, same era.
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, et al. 2022 · 2022
Cited alongside, same era.
Chuyu Fang, Chuan Qin, Qi Zhang, Kaichun Yao, Jingshuai Zhang, Hengshu Zhu, Fuzhen Zhuang, and Hui Xiong. 2023 · 2023
Closest in time.
Knowledge distillation of large language models
Yuxian Gu, Li Dong, Furu Wei, and Minlie Huang. 2023 · 2023
Closest in time.
Genegpt: Augmenting large language models with domain tools for improved access to biomedical information
Qiao Jin, Yifan Yang, Qingyu Chen, and Zhiyong Lu. 2023 · 2023
Closest in time.
Symbolic chain-of-thought distillation: Small models can also" think" step-by-step
Liunian Harold Li, Jack Hessel, Youngjae Yu, Xiang Ren, Kai-Wei Chang, and Yejin Choi. 2023 · 2023
Closest in time.
Gpteval: Nlg evaluation using gpt-4 with better human alignment
Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, and Chenguang Zhu. 2023 · 2023
Closest in time.
OpenAI. 2023 · 2023
Closest in time.