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School of Artificial Intelligence, Beijing Normal University, Beijing, PR China, Institute of Artificial Intelligence and Future Networks, Beijing Normal University, Zhuhai, PR China
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Future-oriented reasoning in tabular question answering is now feasible with the introduction of a dataset and framework that outperforms existing LLM capabilities.
SlideAgent not only updates presentation slides with natural language instructions but also preserves their original design, setting a new standard for automated slide management.
LLMs struggle with long-range spatial reasoning in dynamic environments, even when equipped with tools, highlighting a critical gap in their ability to perform real-world planning tasks.
