Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T13:45:13.744163Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 10 inbound Pith citation observations for arXiv:2509.00375.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T13:45:13.744163Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T15:12:55.803255Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
34 of 34 outbound references displayed
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation 57e90753-9c4b-49c9-abeb-aa7ce9abdfb8 · outbound
Open Data Synthesis For Deep Research Next, we conduct the second stage of reinforcement learning
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1c078b26-1e0b-4d38-a34b-834b59fdab0f · outbound
Open Data Synthesis For Deep Research Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c35809ec-5754-4179-91b0-be83303a28b7 · outbound
Open Data Synthesis For Deep Research Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c7efccc-5c36-44c2-99e4-801f1d441dc5 · outbound
Open Data Synthesis For Deep Research DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff94a419-327a-4215-91a4-d508473c1573 · outbound
Open Data Synthesis For Deep Research Deep Researcher with Test-Time Diffusion
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df384e68-eb04-4108-971d-c394512442a0 · outbound
Open Data Synthesis For Deep Research Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 788e5e96-a1c4-4fad-9790-04349983b374 · outbound
Open Data Synthesis For Deep Research Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fb63bbe-8308-4a46-9caf-1f2d2c592017 · outbound
Open Data Synthesis For Deep Research Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82576d0c-c8fa-40f1-8c65-7d048df87609 · outbound
Open Data Synthesis For Deep Research 14 Technical report Long Ouyang, Jeffrey Wu, Xu Jiang, Diogo Almeida, Carroll Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, et al
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e0d55f66-e760-45ab-9ef5-242b6d0bcc9b · outbound
Open Data Synthesis For Deep Research Measuring and Narrowing the Compositionality Gap in Language Models
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e4b11ed-0567-4a90-ae0c-ef4857d241af · outbound
Open Data Synthesis For Deep Research Hawkbench: Investigating resilience of rag methods on stratified information-seeking tasks
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1941d97a-8332-4671-a5b5-fa55cc4cb781 · outbound
Open Data Synthesis For Deep Research Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96ae09e3-40bc-4870-8ea4-cd2326ff7d70 · outbound
Open Data Synthesis For Deep Research Pangu deepdiver: Adaptive search intensity scaling via open-web reinforcement learning
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23b0208c-f8d2-48f6-aa1c-a6b1e0843da2 · outbound
Open Data Synthesis For Deep Research ZeroSearch: Incentivize the Search Capability of LLMs without Searching
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52723a50-cf53-423d-b5c2-90fe0b142f5a · outbound
Open Data Synthesis For Deep Research Qwen2 Technical Report
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbfa09ef-40af-4dd6-a06a-e8cf811499b9 · outbound
Open Data Synthesis For Deep Research Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 488771f2-8483-4d15-b829-1b80f323ac68 · outbound
Open Data Synthesis For Deep Research BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4acf394a-80e4-4910-87b1-0967ce9e5168 · outbound
Open Data Synthesis For Deep Research WebWalker: Benchmarking LLMs in Web Traversal
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa4559d7-d8b0-4e67-9844-968734406a40 · outbound
Open Data Synthesis For Deep Research Qwen3 Technical Report
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edfbb634-fa44-407f-8a7c-f71cd0a7b2d2 · outbound
Open Data Synthesis For Deep Research HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 085b71de-e681-4f06-9644-85c554ffeaa7 · outbound
Open Data Synthesis For Deep Research Agentic Information Retrieval
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb491e3e-a787-4dc0-86d4-ec8d280d851b · outbound
Open Data Synthesis For Deep Research AgentOrchestra: Orchestrating Multi-Agent Intelligence with the Tool-Environment-Agent(TEA) Protocol
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d51a29c2-c421-448f-8281-6e5b4431d019 · outbound
Open Data Synthesis For Deep Research Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc5b8a63-854e-459d-9723-736403b9df16 · outbound
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d1ca22b1-0123-4818-9a96-498baefa963c · outbound
Open Data Synthesis For Deep Research RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation
Reference 1976
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb9447a8-5dab-4752-bc39-7f055dbbf040 · outbound
Open Data Synthesis For Deep Research High-Dimensional Continuous Control Using Generalized Advantage Estimation
Reference 2009
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51020e55-4f25-442b-abf3-11595a9198b5 · outbound
Open Data Synthesis For Deep Research Proximal Policy Optimization Algorithms
Reference 2015
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Unavailable: canonical work link unavailable.
Observation 990c622e-a4c8-44a6-9332-c6a3a8e7b6a9 · outbound
Open Data Synthesis For Deep Research DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 2017
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b55c6770-84ad-4a04-b6ed-81b4a1a5c535 · outbound
Open Data Synthesis For Deep Research WebSailor: Navigating Super-human Reasoning for Web Agent
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46c89d5a-ce45-45ba-b26a-afcbd3e4536c · outbound
Reference 2020
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60c71515-6770-4f91-bc24-87c5935698f1 · outbound
Open Data Synthesis For Deep Research Scent of knowledge: Optimizing search-enhanced reasoning with information foraging
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e851582e-a11c-4268-8ab1-04791c355845 · outbound
Open Data Synthesis For Deep Research ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbd2aa57-6f18-4acc-b836-73395ee09a68 · outbound
Open Data Synthesis For Deep Research RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 010e1081-4ccf-42b1-8b51-87b92f2e4ab1 · outbound
Open Data Synthesis For Deep Research Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 902daa26-e857-4576-90cd-5784b9ca8960 · inbound
Lost in the Maze: Overcoming Context Limitations in Long-Horizon Agentic Search Open Data Synthesis For Deep Research
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ca88b65-f366-489f-be5c-74f95098c5e1 · inbound
Scaling the Scaling Logic: Agentic Meta-Synthesis of Logic Reasoning Open Data Synthesis For Deep Research
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1c46dc45-be74-42f4-9ad9-bd745142935a · inbound
Learning to Retrieve from Agent Trajectories Open Data Synthesis For Deep Research
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8cb3d55a-893c-4926-8b76-e8568037aabb · inbound
POINTS-Seeker: An Open Recipe for Multimodal Search Agents with Visual Memory Management Open Data Synthesis For Deep Research
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0bb23a1d-8b67-4794-8210-b72fbde161a6 · inbound
POINTS-Seeker: An Open Recipe for Multimodal Search Agents with Visual Memory Management Open Data Synthesis For Deep Research
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5649073c-62e3-48b1-af02-5c3a72e6ec48 · inbound
HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents Open Data Synthesis For Deep Research
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0880bf4e-d718-41d5-a047-668cec95db32 · inbound
HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents Open Data Synthesis For Deep Research
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 988ed784-0343-432a-8af5-6aacf7aa0904 · inbound
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents Open Data Synthesis For Deep Research
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5ed714ef-7fed-42ce-b0d1-a26e4501faa2 · inbound
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application Open Data Synthesis For Deep Research
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cd7621d0-a636-442c-a7f2-f090a868eeb4 · inbound
Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents Open Data Synthesis For Deep Research
Reference 114
Source-reported events for the cited work
Unavailable: canonical work link unavailable.