Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T04:55:22.596920Z
Paper Citation Record · LEDGER
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery
As of 5 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2605.10530.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T15:12:55.667256Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
53 of 53 outbound references displayed
- verified exact20
- verified fuzzy7
- unresolved25
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 57b77f97-bc9e-4e27-8fc5-1fdbbf2c38d6 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.072247Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c5a41a71-d770-428c-9fa4-9fa837b93104 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.129336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f4fb3646-5136-4879-821e-c83a8905993d · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.116505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 27e9d62e-ab4b-4ebb-b0fc-c8197483ac5e · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.125524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 587adac2-d4af-45f7-8508-583dc6290d80 · outbound
This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-05-12T05:46:31.409598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0d55b438-9fcb-4597-b3f5-1060807a3b86 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.104646Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1018674c-b7e8-495a-a1e6-b1608446caa7 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-05-12T05:46:31.380313Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 37226295-27b8-4c72-975c-1bf3138f0e63 · outbound
This paper cites DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T08:07:39.643626Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 48c4c978-f2e3-4c56-b69a-11f7b994e6ca · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.088149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8c96b567-0063-4278-aa48-c72bdd532783 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.084259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 12f66413-d81c-460f-9589-183fa945c8a7 · outbound
This paper cites 2024.Gemini Deep Research — your personal research assistant.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery 2024.Gemini Deep Research — your personal research assistant
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T13:01:36.091827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 375d35c9-d058-4d46-b11b-c71f3e1320e8 · outbound
This paper cites 2025.How we built our multi-agent research system.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery 2025.How we built our multi-agent research system
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T13:01:36.100697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6cc1984b-811b-47f2-8885-1ad02de71ae2 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.010859Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c762bf58-9420-41bb-ba8d-7c5a8fadf309 · outbound
This paper cites FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:46:31.399433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9801f7fa-3371-4ccd-81f1-96213c60661e · outbound
This paper cites LongLaMP: A Benchmark for Personalized Long-form Text Generation.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery LongLaMP: A Benchmark for Personalized Long-form Text Generation
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:46:31.353813Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation aed41572-fd3d-4b6f-a9b9-ad3d79b46002 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.007474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2e7849b2-2ce8-4d2c-9abd-c9eae2bc8330 · outbound
This paper cites A Survey of Personalization: From RAG to Agent.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery A Survey of Personalization: From RAG to Agent
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:46:31.370507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0f435c32-fba5-404b-b4b7-471b029e2c08 · outbound
This paper cites WebThinker: Empowering Large Reasoning Models with Deep Research Capability.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery WebThinker: Empowering Large Reasoning Models with Deep Research Capability
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T19:14:25.573630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a4450d64-39b1-405b-9a3c-9799949b58d4 · outbound
This paper cites Agent4Ranking: Semantic Robust Ranking via Personalized Query Rewriting Using Multi-agent LLM.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Agent4Ranking: Semantic Robust Ranking via Personalized Query Rewriting Using Multi-agent LLM
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:46:31.513973Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7368b76c-454e-4c86-bc6e-a6a75d526bcd · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.075953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7c3f8a23-c685-477f-ad55-12ba3c8c1e0a · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:46:31.521235Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 62d7f12f-2668-46c3-810a-77f6e905ca98 · outbound
This paper cites arXiv preprint arXiv:2506.17188 , year=.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery arXiv preprint arXiv:2506.17188 , year=
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:46:31.528456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f4b0e321-cd93-4b5b-a238-6054d8c8dd25 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.112085Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6dc6fef8-ba5c-4e0b-82e9-ae353e5079ba · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.080037Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fdb7731d-bacb-469c-9754-d26bcbad99f3 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.004292Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 255cf86c-c4d7-4cb3-a9b1-26a74a27f1b1 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.108595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0655b530-cb5b-428a-b572-fba55155f1ec · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.095680Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 72a2c7f0-57df-4d63-a5ad-e7a9238eae8b · outbound
This paper cites 2025.Kimi-Researcher: End-to-End RL Training for Emerging Agentic Capabilities.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery 2025.Kimi-Researcher: End-to-End RL Training for Emerging Agentic Capabilities
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T13:01:36.121112Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4f32243d-503c-46bd-8921-0b484b623a27 · outbound
This paper cites 2025.Title of the Article.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery 2025.Title of the Article
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T13:01:36.060156Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 817f6a97-8b1d-443c-8abf-ca1f76ddcac1 · outbound
This paper cites 2025.Introducing Deep Research.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery 2025.Introducing Deep Research
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T13:01:36.055959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c830b0e7-0e97-4b92-9546-713a37812072 · outbound
This paper cites 2025.Introducing Perplexity Deep Research.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery 2025.Introducing Perplexity Deep Research
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T13:01:36.039645Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 11f613a6-aa79-4863-91bb-98a293df85e5 · outbound
This paper cites Humanity's Last Exam.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Humanity's Last Exam
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-05-12T05:46:31.365269Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 501387f8-d102-4bf0-94b0-4277a9a4ab73 · outbound
This paper cites Reasoning-Enhanced Self-Training for Long-Form Personalized Text Generation.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Reasoning-Enhanced Self-Training for Long-Form Personalized Text Generation
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:46:31.460209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6155f861-14b6-4831-a22a-56c18a6de28f · outbound
This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Agent Laboratory: Using LLM Agents as Research Assistants
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T04:05:19.002260Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation de6fdb97-dcab-4cc3-aeda-5db1c7314690 · outbound
This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T03:26:34.894571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation da2fb48f-0be4-4bfa-933f-8ce08c05f19a · outbound
This paper cites AI-Researcher: Autonomous Scientific Innovation.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery AI-Researcher: Autonomous Scientific Innovation
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:46:31.509081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1ab60a54-c974-4b32-aead-70bfe4a78119 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.023303Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d5a1f6ec-87e6-45b5-b796-11b4b9e51002 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.035846Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 42d98e15-1d31-4b0f-add4-828b135c21b1 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.043611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cbf16c9c-888d-42ae-85b1-e3bce1f659b7 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.047861Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4231912d-be40-4fd9-84d1-e9d27c26e392 · outbound
This paper cites Milvus: A purpose-built vector data management system.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Milvus: A purpose-built vector data management system
Reference 41
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T04:56:21.007634Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9adc6ce1-71fc-4db2-bebc-43864ba90a3a · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.052070Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8b047e32-67c3-40f2-9d40-2476e6d911a7 · outbound
This paper cites Measuring short-form factuality in large language models.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Measuring short-form factuality in large language models
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T06:45:50.345693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d77e2316-bdd9-430e-b7e8-4d81b97b7504 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.064158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e0e6c591-fa0f-4536-a350-66d34f38164b · outbound
This paper cites ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:46:31.422150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 434806b4-5e6c-4241-a2b4-1ab5eab37bee · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.068602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5bb97314-5825-4351-adc4-c59e57568a08 · outbound
This paper cites Initialization with Forced Diversifi- cation.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Initialization with Forced Diversifi- cation
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:46:31.452821Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dfa9d258-79f3-434c-9782-46307b68a2e0 · outbound
This paper cites Deep Research: A Survey of Autonomous Research Agents.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Deep Research: A Survey of Autonomous Research Agents
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:46:31.439276Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e14280fa-55ac-432c-9736-26d0a8b1e630 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.031242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 579de8aa-39da-4886-9508-75383deafa73 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.014857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f9d7a308-2b83-46ac-84b9-72f6b8d78270 · outbound
This paper cites an unresolved cited work.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T13:01:36.019000Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 19bd1061-65e9-4b13-b6d9-11a0680cb0a9 · outbound
This paper cites Deep reinforce- ment learning for search, recommendation, and online advertising: a survey.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery Deep reinforce- ment learning for search, recommendation, and online advertising: a survey
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T13:01:36.027475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 097f2884-a712-4d40-bc13-4269f36d43f9 · outbound
This paper cites DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments
Reference 53
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T19:58:59.023888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Pith citing papers
Observation e21aa058-8d88-4eee-8a5d-9f2972d5d856 · 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 Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T15:12:55.667256Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.