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Jinchang Zhou

2 accepted papers

2025

Simulating Classroom Education with LLM-Empowered Agents

NAACL 2025long

Large language models (LLMs) have been applied across various intelligent educational tasks to assist teaching. While preliminary studies have focused on task-specific, independent LLM-empowered agents, the potential of LLMs within a multi-agent collaborative framework for classroom simulation with…

2025

TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios

ACL 2025finding

We introduce TableLLM, a robust large language model (LLM) with 8 billion parameters, purpose-built for proficiently handling tabular data manipulation tasks, whether they are embedded within documents or spreadsheets, catering to real-world office scenarios. We propose a distant supervision method…