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Original Article

AI-Based Resume Screening and Job Recommendation

Nakul Jain1 Mannat Pal2
1 2 Chitkara University, Rajpura, Punjab, India.

Published Online: January-April 2026

Pages: 649-655

References

1. M. Saatçı, R. Kaya and R. Ünlü, “Resume Screening with Natural Language Processing (NLP),” Alphanumeric, vol. 12, no. 2, pp. 121–140,
Dec. 2024.
2. A. Pimpalkar, A. Lalwani, R. Chaudhari, M. Inshall, M. Dalwani and T. Saluja, “Job Applications Selection and Identification: Study of
Resumes with Natural Language Processing and Machine Learning,” Proc. 2023 IEEE International Students’ Conference on Electrical,
Electronics and Computer Science (SCEECS), 2023, pp. 1–5.
3. S. Tayal, T. Sharma, S. Singhal and A. Thakur, “Resume Screening using Machine Learning,” International Journal of Scientific Research
in Computer Science Engineering and Information Technology, vol. 10, no. 2, pp. 602–606, Apr. 2024.
4. A. Heakl et al., “Resume Atlas: Revisiting Resume Classification with Large-Scale Datasets and Large Language Models,” arXiv preprint,
Jun. 2024.
5. K. Khelkhal and D. Lanasri, “Smart-Hiring: An Explainable End-to-End Pipeline for CV Information Extraction and Job Matching,” arXiv
preprint, Nov. 2025.
6. “Automated Resume Screening Using Machine Learning,” International Scientific Journal of Engineering and Management (ISJEM), Jul.
2025.
7. “AI-Powered Resume Screening and Job Matching System Using NLP and Machine Learning,” International Journal of Research in Science
and Management (IJRSM), Dec. 2025.
8. Y. Deepa, “Automated Resume Parsing: A Review of Techniques,” Multidisciplinary Journal, 2025.
9. R. H. El-Deeb, “Enhancing E-Recruitment Recommendations Through Text Summarization and Pretrained LLMs,” Information, vol. 16, no.
4, 2025.
10. “Resume Screening and Analyzing System Using NLP and Machine Learning,” YMER Digital, Jun. 2025.
11. K. S. Yadav et al., “AI-Powered Resume Screening and Job Matching System Using NLP and Machine Learning,” International Journal of
Research in Engineering, Science and Management, 2025.
12. A. Kumar et al., “AI-Based Resume Screening and Ranking System Using Natural Language Processing,” International Journal of Scientific
Research and Engineering Trends, 2025

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