most citedComGPT: Detecting Local Community Structure with Large Language Models

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cs.AI2026

ScholarGym: Benchmarking Large Language Model Capabilities in the Information-Gathering Stage of Deep Research

Hao Shen, Hang Yang, Zhouhong Gu +1

Large language models have advanced from single-turn question answering to deep research systems that iteratively decompose research questions, invoke retrieval tools, and synthesi…