mlsanityData to 14 Oct 2026

Dingtalk DeepResearch: A Unified Multi Agent Framework for Adaptive Intelligence in Enterprise Environments

arXiv 2510.24760 ↗First posted 22 Oct 2025cs.CL cs.AIcited by 5

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Abstract (arXiv)

We present Dingtalk DeepResearch, a unified multi agent intelligence framework for real world enterprise environments, delivering deep research, heterogeneous table reasoning, and multimodal report generation.

Key facts. Cited by 5 papers in the map (data through 14 Oct 2026). Builds on 2 of its 8 references that are in the map. First posted on arXiv 22 Oct 2025.

Builds on

2 of 8 references.

References · 2

  1. 2025Memento: Fine-tuning LLM Agents without Fine-tuning LLMscited by 127
  2. 2025TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoningcited by 24

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2026: 5.

5 papers.

  1. 2026How to Train a Real-World Silicon Concierge? Internalizing Complex Business Workflow to Only OneModelcited by 2
  2. 2026Hypergraph Enterprise Agentic Reasoner over Heterogeneous Business Systemscited by 0
  3. 2026ARC: Fair Relative Advantage Comparison in Open-Ended Real-World Interactioncited by 0
  4. 2026Grounded Skill Synthesis from Code at Scale for Agentic Intelligencecited by 0
  5. 2026Faithful Chart Generation for Multimodal Deep Research: Frame-Evidence Co-Adaptationcited by 0