Paper Citation Record · LEDGER

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

As of 7 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 35 inbound Pith citation observations for arXiv:2507.15061.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.15061 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:46:06.517754Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 35 of 35 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:26:56.899914Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

Reference resolution

19 of 19 outbound references displayed

verified exact1
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2e4ae34d-2d76-42e8-9c49-6b4d5d12168c · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:05.815815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efe07cbc-3305-458b-ba39-f21c7f095f28 · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.160794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6778ffb2-8da6-4114-8ba6-2c53e79800f6 · outbound

This paper cites WebSailor: Navigating Super-human Reasoning for Web Agent.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization WebSailor: Navigating Super-human Reasoning for Web Agent

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.431424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3370173-d2b2-4c41-9cbf-7539a6c17be5 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.444279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac36d009-357a-49f2-a13c-6bfe9bec21b0 · outbound

This paper cites TaskCraft: Automated Generation of Agentic Tasks.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization TaskCraft: Automated Generation of Agentic Tasks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.451193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a051e20-9f9c-45bc-a673-226e7ad70ac6 · outbound

This paper cites Simpledeepsearcher: Deep information seeking via web-powered reasoning trajectory synthesis.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization Simpledeepsearcher: Deep information seeking via web-powered reasoning trajectory synthesis

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.457761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2107abac-dd79-4ba3-86ea-9410807c6e93 · outbound

This paper cites BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.463820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56369d0e-e182-47b1-837b-429fe542c79e · outbound

This paper cites WebDancer: Towards Autonomous Information Seeking Agency.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization WebDancer: Towards Autonomous Information Seeking Agency

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.469971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5991cdd-7b47-4238-886a-3b9c2b9eaacd · outbound

This paper cites MaskSearch: A Universal Pre-Training Framework to Enhance Agentic Search Capability.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization MaskSearch: A Universal Pre-Training Framework to Enhance Agentic Search Capability

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.476168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fd0f9ca-77ba-4024-b236-99b199533efb · outbound

This paper cites DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.483694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b46f5c3-c872-4dcd-9472-27a5ded9df72 · outbound

This paper cites Qwen2.5 Technical Report.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization Qwen2.5 Technical Report

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.489435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3141edbb-256c-4fc0-b033-44f52a5859ef · outbound

This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.495577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceccaad1-69f3-4af1-a624-3d879421f7e0 · outbound

This paper cites mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.504633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a4a82d7-ce4a-4665-8f49-5f477a466fe2 · outbound

This paper cites EvolveSearch: An Iterative Self-Evolving Search Agent.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization EvolveSearch: An Iterative Self-Evolving Search Agent

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.512750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aa57a3f-e075-4268-8be8-77b50d92301c · outbound

This paper cites OAgents: An Empirical Study of Building Effective Agents.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization OAgents: An Empirical Study of Building Effective Agents

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.517754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db789a1b-990e-42ed-9947-4b511d59db10 · outbound

This paper cites Theorem prover as a judge for synthetic data generation.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization Theorem prover as a judge for synthetic data generation

Reference 2019

Resolution: verified exact; raw_fallback, observed 2026-08-06T15:46:07.097422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6db52ad8-2058-43e8-811f-24c582ec5478 · outbound

This paper cites DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:06.437495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48312f93-acee-4565-9d1a-4dff0a766c6c · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:05.950690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49eaae29-b489-495d-8889-f6239d5f187b · outbound

This paper cites ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:05.738023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b8add8ff-828c-4837-819a-9f770fced3c7 · inbound

Deep Research Agents: A Systematic Examination And Roadmap cites this paper.

Deep Research Agents: A Systematic Examination And Roadmap WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 107

Resolution: unresolved; no resolver link, observed 2026-08-06T23:26:56.899914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17d5f085-2062-4687-96b2-8b0d46a39a98 · inbound

Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training cites this paper.

Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T01:51:57.882945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0e52505f-8ea4-4214-8a84-daf5d6ce139b · inbound

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent cites this paper.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:56:24.014124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a0fc01ef-b2d6-40a4-bf48-752f4cd7f1bf · inbound

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL cites this paper.

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-05T23:57:35.000344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f60cd230-ee91-46e3-a59b-10cd71690e03 · inbound

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey cites this paper.

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 284

Resolution: verified exact; arxiv_id, observed 2026-05-18T19:21:48.484422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9a742768-3e2c-4bb6-847c-f3905eb78c54 · inbound

SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents cites this paper.

SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T23:55:38.669645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 151c97e6-cc10-440d-8fa4-b7e7bf2c842b · inbound

Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search cites this paper.

Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:17:55.562327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c33103ca-983b-4a90-92a7-d7bede1a5605 · inbound

Lost in the Maze: Overcoming Context Limitations in Long-Horizon Agentic Search cites this paper.

Lost in the Maze: Overcoming Context Limitations in Long-Horizon Agentic Search WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T08:48:43.350399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation debc9273-fae0-4704-a261-91d768ae8bd8 · inbound

CRMWeaver: Building Powerful Business Agent via Agentic RL and Shared Memories cites this paper.

CRMWeaver: Building Powerful Business Agent via Agentic RL and Shared Memories WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T07:34:35.720628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59975af9-9c76-41be-b0ce-7c09d07d8ad5 · inbound

MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling cites this paper.

MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:45:17.920068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 83764175-b33f-4820-a6c4-22956ca5265d · inbound

Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification cites this paper.

Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:30:53.879074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fc60ebf7-8623-42a9-8f94-e5a884fd7558 · inbound

A Tale of Two Graphs: Separating Knowledge Exploration from Outline Structure for Open-Ended Deep Research cites this paper.

A Tale of Two Graphs: Separating Knowledge Exploration from Outline Structure for Open-Ended Deep Research WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 347

Resolution: unresolved; no resolver link, observed 2026-08-02T23:28:25.228913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bbbf120-a899-4cb0-ad52-c8c109293b24 · inbound

Evaluating the Search Agent in a Parallel World cites this paper.

Evaluating the Search Agent in a Parallel World WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:06:19.410652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ba683134-1b67-4156-a22b-ae429dbc90e0 · inbound

LightThinker++: From Reasoning Compression to Memory Management cites this paper.

LightThinker++: From Reasoning Compression to Memory Management WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:28:02.485404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 13040d64-8ccd-45cf-b01d-be7d383320dc · inbound

Walk the Talk: Bridging the Reasoning-Action Gap for Thinking with Images via Multimodal Agentic Policy Optimization cites this paper.

Walk the Talk: Bridging the Reasoning-Action Gap for Thinking with Images via Multimodal Agentic Policy Optimization WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:45:50.158468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e76dc08d-e5d9-421c-ae29-6014230c41a6 · inbound

Mind DeepResearch Technical Report cites this paper.

Mind DeepResearch Technical Report WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:50:20.546355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c39077fa-7d63-40e8-ba09-45075bef5062 · inbound

ViDR: Grounding Multimodal Deep Research Reports in Source Visual Evidence cites this paper.

ViDR: Grounding Multimodal Deep Research Reports in Source Visual Evidence WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:19:23.687495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 21cfa418-4bb8-4bec-b0f9-8459ecea8921 · inbound

Terminal-World: Scaling Terminal-Agent Environments via Agent Skills cites this paper.

Terminal-World: Scaling Terminal-Agent Environments via Agent Skills WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-21T04:54:35.838913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 661db048-5570-4d63-a44d-f2c2f5336b26 · inbound

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning cites this paper.

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 95

Resolution: verified exact; arxiv_id, observed 2026-05-22T06:34:40.985425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0dd50fc9-7782-4d9a-b19e-daad07a8635f · inbound

Rethinking Continual Experience Internalization for Self-Evolving LLM Agents cites this paper.

Rethinking Continual Experience Internalization for Self-Evolving LLM Agents WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:56:47.775800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3db0aa83-2bab-418c-ad7c-538ced13e65b · inbound

Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking cites this paper.

Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T16:47:10.171186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 22a7162e-054c-4166-9de1-a5810c23776f · inbound

Claw-R1: A Step-Level Data Middleware System for Agentic Reinforcement Learning cites this paper.

Claw-R1: A Step-Level Data Middleware System for Agentic Reinforcement Learning WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:07:28.258778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b901640-899a-4c06-a9ea-15c7ed9b744e · inbound

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement cites this paper.

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-06-27T09:40:47.141721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c8f73598-9363-4e8b-8593-59f2d7a8a1f7 · inbound

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents cites this paper.

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T10:27:56.454059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 25054be6-5db5-4f1c-9b29-615dd8fd1f07 · inbound

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application cites this paper.

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 269

Resolution: verified exact; arxiv_id, observed 2026-06-27T09:50:48.492626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ba25f05-cc44-4f19-bde6-d6c225b25a76 · inbound

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research cites this paper.

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:39:30.174034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6dd25be1-7857-4f49-ae15-2385010b41d0 · inbound

Latent Visual States for Efficient Multimodal Reasoning cites this paper.

Latent Visual States for Efficient Multimodal Reasoning WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-04T16:29:57.281122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0014e34d-af14-4dc2-a781-de39eddfe370 · inbound

Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning cites this paper.

Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T14:29:53.296465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 17bd6541-8f60-43e2-bfb6-146a0be988c4 · inbound

SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search cites this paper.

SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 45

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T09:55:41.049767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dc2d4eb1-4445-4a01-b83d-27c07bea39f2 · inbound

UNIBROWSE: A Data-to-Agent Framework for Multimodal BrowseComp cites this paper.

UNIBROWSE: A Data-to-Agent Framework for Multimodal BrowseComp WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 87

Resolution: unresolved; no resolver link, observed 2026-07-14T10:51:16.019022Z

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Observation 68814259-ca8e-46cd-a7ef-63d98ddf990d · inbound

To Answer or to Abstain: Mitigating Search-Agent Hallucinations via Abstention-Aware Reinforcement Learning cites this paper.

To Answer or to Abstain: Mitigating Search-Agent Hallucinations via Abstention-Aware Reinforcement Learning WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T09:37:32.415966Z

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Observation 4d173c50-79d9-40e3-a432-503cf953c6d3 · inbound

SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration cites this paper.

SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 115

Resolution: unresolved; no resolver link, observed 2026-08-01T23:46:27.936593Z

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Observation 43f99de6-0ff1-41c4-88cb-a5645b81f120 · inbound

Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents cites this paper.

Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 129

Resolution: unresolved; no resolver link, observed 2026-08-04T15:12:55.848088Z

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Observation ce18a2b8-13d3-44cc-8c85-76ad96a976fd · inbound

From Simple QA to Deep Research: A Verifiable Benchmark Constructed through Iterative Task Evolution cites this paper.

From Simple QA to Deep Research: A Verifiable Benchmark Constructed through Iterative Task Evolution WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T13:31:23.396921Z

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Observation a40ec824-5d1b-417f-b688-9dec1a1b28c4 · inbound

Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent cites this paper.

Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T04:44:29.547768Z

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