3 papers
cs.AI2026
Modular Cognitive Architecture Emerges in Large Language Models
Pengrui Han, Jacob Andreas, Evelina Fedorenko +1
The human brain exhibits a striking degree of functional specialization, with distinct networks supporting language, formal reasoning, reasoning about other minds, and reasoning ab…
cs.LG2025
Practical Code RAG at Scale: Task-Aware Retrieval Design Choices under Compute Budgets
Timur Galimzyanov, Olga Kolomyttseva, Egor Bogomolov
We study retrieval design for code-focused generation tasks under realistic compute budgets. Using two complementary tasks from Long Code Arena -- code completion and bug localizat…
cs.SE2025
Drawing Pandas: A Benchmark for LLMs in Generating Plotting Code
Timur Galimzyanov, Sergey Titov, Yaroslav Golubev +1
This paper introduces the human-curated PandasPlotBench dataset, designed to evaluate language models' effectiveness as assistants in visual data exploration. Our benchmark focuses…