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20202026
most citedImproved Algorithm for Deep Active Learning under Imbalance via Optimal Separation

2 citations · 5 across the 11 of their papers we have counts for

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cs.CL2025

Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs

Abhinav Arabelly, Jagrut Nemade, Robert D Nowak +1

Large Language Models (LLMs) have demonstrated remarkable capabilities across diverse domains, but developing high-performing models for specialized applications often requires sub…

cs.CL2025

Which LLMs Get the Joke? Probing Non-STEM Reasoning Abilities with HumorBench

Reuben Narad, Siddharth Suresh, Jiayi Chen +5

We present HumorBench, a benchmark designed to evaluate large language models' (LLMs) ability to reason about and explain sophisticated humor in cartoon captions. As reasoning mode…