Where Should I Study? Biased Language Models Decide! Evaluating Fairness in LMs for Academic Recommendations

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Title: Where Should I Study? Biased Language Models Decide! Evaluating Fairness in LMs for Academic Recommendations
Category: general
UUID: 483ca3ff4cd7425b9a939c2f292c0bf0

Source URL: https://wsai.iitm.ac.in/preprints/where-should-i-study-biased-language-models-de...
Parent URL: https://wsai.iitm.ac.in/preprints/
Crawl Time: 2026-03-23T19:07:57+00:00

# Where Should I Study? Biased Language Models Decide! Evaluating Fairness in LMs for Academic Recommendations

**Source**: https://wsai.iitm.ac.in/preprints/where-should-i-study-biased-language-models-decide-evaluating-fairness-in-lms-for-academic-recommendations-62/
**Parent**: https://wsai.iitm.ac.in/preprints/

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## Where Should I Study? Biased Language Models Decide! Evaluating Fairness in LMs for Academic Recommendations

<https://doi.org/10.48550/arXiv.2509.04498>

Authors

Shailya, Krithi
,
Mishra, Akhilesh Kumar
,
Krishnan, Gokul S
,
Ravindran, Balaraman

Preprint Server

arXiv

Krithi Shailya, Akhilesh Kumar Mishra, Gokul S Krishnan, Balaraman Ravindran, Where Should I Study? Biased Language Models Decide! Evaluating Fairness in LMs for Academic Recommendations

Preprint link: <https://arxiv.org/abs/2509.04498>