Kun Zhou
2 indexed papers
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226
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AI×2NLP×2Info Retrieval×1ML×1Multiagent×1
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2026
ODTQA-FoRe: An Open-Domain Tabular Question Answering Dataset for Future Data Forecasting and Reasoning
The paper introduces Open-Domain Tabular Question Answering for Future Data Forecasting and Reasoning, a new dataset and framework that enables LLMs to perform time-series forecasting and reasoning on tabular data.
SimSD: Simple Speculative Decoding in Diffusion Language Models
The paper proposes SimSD, a plug-and-play speculative decoding algorithm that adapts diffusion language models (dLLMs) to achieve fast, token-level acceleration by restoring causal masking capabilities.
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Papers
cs.IRcs.AIcs.CLRecentJun 1, 2026
ODTQA-FoRe: An Open-Domain Tabular Question Answering Dataset for Future Data Forecasting and Reasoning
Zhensheng Wang, Xiaole Liu, Wenmian Yang, Kun Zhou +2 more
The paper introduces Open-Domain Tabular Question Answering for Future Data Forecasting and Reasoning, a new dataset and framework that enables LLMs to perform time-series forecasting and reasoning on…
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cs.CLcs.AIRecentJun 1, 2026