2 citations · 2 across the 5 of their papers we have counts for
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cs.CL2025
Chopping Trees: Semantic Similarity Based Dynamic Pruning for Tree-of-Thought Reasoning
Joongho Kim, Xirui Huang, Zarreen Reza +1
Tree-of-Thought (ToT) reasoning boosts the problem-solving abilities of Large Language Models (LLMs) but is computationally expensive due to semantic redundancy, where distinct bra…
cs.AI2025
The Social Laboratory: A Psychometric Framework for Multi-Agent LLM Evaluation
Zarreen Reza
As Large Language Models (LLMs) transition from static tools to autonomous agents, traditional evaluation benchmarks that measure performance on downstream tasks are becoming insuf…
cs.CY2025★ 2 cited
Small Models, Big Support: A Local LLM Framework for Educator-Centric Content Creation and Assessment with RAG and CAG
Zarreen Reza, Alexander Mazur, Michael T. Dugdale +1
While Large Language Models (LLMs) are increasingly applied in student-facing educational tools, their potential to directly support educators through locally deployable and custom…