class imbalance 1conformal prediction 1cost-sensitive learning 1human-in-the-loop 1uncertainty quantification 1
From the 1 of 4 linked papers with an AI index.
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cs.AI2026
AgentFairBench: Do LLM Agents Discriminate When They Act?
Triveni Morla, Rohith Reddy Bellibaltu, Manpreet Singh +1
Large language model (LLM) agents increasingly take actions (screening applicants, recommending credit, triaging patients), yet fairness for LLMs is still measured by grading answe…
cs.AI2026
TriEval: A Resource-Efficient Pipeline for LLM Bias, Toxicity, and Truthfulness Assessment
Akshatha Srikantha, Manpreet Singh, Yash Jajoo +1
LLMs have evolved from basic chatbots to the backbone of the AI ecosystem, now widely used in healthcare, schools, and government services. The domain-wide adoption of LLMs necessi…