Zihan Ding
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126
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ML×1AI×1NLP×1Multiagent×1
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2026
LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis
The paper introduces LongDS, a new benchmark for long-horizon, multi-turn data analysis, demonstrating that current AI agents struggle significantly with maintaining and updating complex analytical states over extended interactions.
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Papers
cs.LGcs.AIcs.CLRecentMay 28, 2026
LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis
Kewei Xu, Xiaoben Lu, Shuofei Qiao, Zihan Ding +3 more
The paper introduces LongDS, a new benchmark for long-horizon, multi-turn data analysis, demonstrating that current AI agents struggle significantly with maintaining and updating complex analytical st…
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