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Xiaoming Yin

ACL 2026×2推理智能体与工具评测与基准检索与知识
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合作网络9
0 一作 · 2 篇 · ACL 2026

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2026 顶会论文

2
作者位次 #4/6ACL 2026Poster· Natural Language Processing

U ni D ata B ench: Evaluating Data Analytics Agents Across Structured and Unstructured Data

Han Weng · Zhou Liu · Yuanfeng SONG · Xiaoming Yin · Xing Chen · Wentao Zhang

摘要

In real-world business environments, data is stored in a variety of sources, including structured relational databases, semi-structured databases, and unstructured files. The ability to extract reasonable insights across these diverse sources is integral to data-driven decision-making. Existing b...

评测与基准推理智能体与工具OpenReview 项目页
作者位次 #3/4ACL 2026Findings· Findings of ACL

D ata S age: Multi-agent Collaboration for Insight Discovery with External Knowledge Retrieval, Multi-role Debating, and Multi-path Reasoning

Xiaochuan Liu · Yuanfeng SONG · Xiaoming Yin · Xing Chen

摘要

In today’s data-driven era, fully automated end-to-end data analytics, particularly insight discovery, is critical for discovering actionable insights that assist organizations in making effective decisions. With the rapid advancement of large language models (LLMs), LLM-driven agents have emerge...

检索与知识智能体与工具推理OpenReview 项目页

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