agent/papers/items/2026-2606-31693-shopx-a-foundation-model-for-intent-to-item-fulfillment-in-agentic-shopping.md

Paper: ShopX: A Foundation Model for Intent-to-Item Fulfillment in Agentic Shopping

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type: paper title: "ShopX: A Foundation Model for Intent-to-Item Fulfillment in Agentic Shopping" authors: Jiacheng Chen, Tao Zhang, Manxi Lin, Dunxian Huang, Teng Shi, Honghao Fu, Mengyan Li, Xinming Zhang, et al. year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.31693 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-30 updated_at: 2026-06-30 status: queued relevance: high topics:

• agent-evaluation
• planning
• rag
• tool-use
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.IR
• cs.AI
• cs.CL related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 17 collection_queries: llm-agent, planning-agent

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: llm-agent, planning-agent
• inferred topics: agent-evaluation, planning, rag, tool-use, workflow-agent
• arXiv categories: cs.IR, cs.AI, cs.CL
• collection score: 17

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2606.31693