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Paper Citation Record · LEDGER

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research

As of 21 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2607.25151.

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

pith.paper-citation-record.v1
2607.25151 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T00:05:16.958525Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved52
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 396979ed-b2b3-4180-b140-944708fd419b · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.694032Z digest=sha256:3897aac343104b1a5245d547156e24b6dd8576dd61b3330c3a4cc82ba92c0101

Observation 2b084140-bef9-43d1-9c5f-c32384563347 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 2

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source=pdf_text observed=2026-07-31T00:05:16.700492Z digest=sha256:bd49b32b3423c35a9775c74bcf7c5066ba4508e3e44627cd4ba79a5032a7954b

Observation 77a95877-b863-4800-9ef6-044760d1c7e4 · outbound

This paper cites BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent

Reference 3

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source=pdf_text observed=2026-07-31T00:05:16.710427Z digest=sha256:84e8ac4eff0437371112fab7c2b3a1cbb0bc766c4278128821e896bb6184f73e

Observation ca8ab849-1d20-4e2b-b145-bd4a4c651864 · outbound

This paper cites DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents

Reference 4

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source=pdf_text observed=2026-07-31T00:05:16.717105Z digest=sha256:489a934867be67ec8cbab8290ec4b7e2c97fc58c076847bc06a2b8d446cd4729

Observation 207771c4-f0d3-4c31-a136-5a9a0d3ea8a1 · outbound

This paper cites One Interaction Is Worth a Thousand Guesses: Benchmarking the Interactive Capabilities of Deep Research Agents.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research One Interaction Is Worth a Thousand Guesses: Benchmarking the Interactive Capabilities of Deep Research Agents

Reference 5

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source=pdf_text observed=2026-07-31T00:05:16.722648Z digest=sha256:4b94a332d991480b62fd92c5c709dd18252239c25202d4c6298473a6c173bd49

Observation 12c1cfae-a267-4ec5-a5bd-d348d57543ec · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 6

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source=pdf_text observed=2026-07-31T00:05:16.728286Z digest=sha256:ee90c3ce479f8b52fcbcf3aa16647bed1dbda97a191b15cca5753fc93c9a9547

Observation 3a19dedc-449a-431a-8a80-0dbe07d97177 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 7

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source=pdf_text observed=2026-07-31T00:05:16.733888Z digest=sha256:da33d8c0a3b05efd04274e489f574d7f292e09021f1af1ef9c60cdeb01a001dd

Observation df8bce27-6e2e-46f8-a242-d5772dffd6a9 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 8

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source=pdf_text observed=2026-07-31T00:05:16.739249Z digest=sha256:582b7e513a0a7e0c99fbf8c68ab6548ec39480241e6decc987fe9cf70ff450bc

Observation 4709d86c-c1a4-40d9-9f50-a7122421ba48 · outbound

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

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Deep Research Agents: A Systematic Examination And Roadmap

Reference 9

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source=pdf_text observed=2026-07-31T00:05:16.744284Z digest=sha256:4c46e2d883f295a976880749d7e7464a9efbe4fffdb9dcf364da8abfa8cc7cd6

Observation 10752821-d4e1-44bf-90eb-44ffccd332c5 · outbound

This paper cites ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks

Reference 10

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source=pdf_text observed=2026-07-31T00:05:16.749966Z digest=sha256:0fca13343d176f8ed7e604f4f6f6755a1b74b1b3d1988258c1207dc67034bcb4

Observation 31770f89-a81a-43d3-9fd7-72ccaa6c8e11 · outbound

This paper cites Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking

Reference 11

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source=pdf_text observed=2026-07-31T00:05:16.755226Z digest=sha256:625beee8a45ed2838e1276f7516c334f00b329fca966798a55f3ac1a38cdc187

Observation 011ecc67-ea7b-4fce-93f8-b1c90a1a3940 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 12

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source=pdf_text observed=2026-07-31T00:05:16.760344Z digest=sha256:0a9f482aa3d378db6fb794749157d8ce8fac0e1d2e911c9bfa00ec9834419cdc

Observation 1ba3cd60-789d-46df-bfd5-9b53335a5558 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 13

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source=pdf_text observed=2026-07-31T00:05:16.765030Z digest=sha256:00c813b5bd85f71b2643822cc3d3c2c3915d9eb99f62459cadb635f3c53c569c

Observation 5d339781-2eb9-46c2-bd17-9a88633b1709 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 14

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source=pdf_text observed=2026-07-31T00:05:16.774878Z digest=sha256:64fc1d267eb8352555570b81894e0b272a2c2bd35d77f851ccffbe57f5aeb471

Observation 357f766b-241e-4a26-a364-201cc9712cf5 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 15

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source=pdf_text observed=2026-07-31T00:05:16.779725Z digest=sha256:61a7ff284ebaca5f6cb7da59cfd59b41ed3ab7ce0bf583bfe1276a934dc99a21

Observation aabb2251-f701-4c23-807a-fc436e3e065c · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 16

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source=pdf_text observed=2026-07-31T00:05:16.784654Z digest=sha256:a1ad6b60692e5354f0d9916cb9ea890609c1b9dfdb5af4213b3a1072747b247f

Observation 5518d939-4809-471f-ab70-7a39bf20c051 · outbound

This paper cites 2026.Seed 2.0 Model Card: Towards Intelligence Frontier for Real- World Complexity.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research 2026.Seed 2.0 Model Card: Towards Intelligence Frontier for Real- World Complexity

Reference 17

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source=pdf_text observed=2026-07-31T00:05:16.789356Z digest=sha256:118fda72da85701a965a794946fe1a2f77783d514595361f68417fd324100e1b

Observation edfe982d-7376-4ec2-8486-30dd4f3a02ea · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 18

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source=pdf_text observed=2026-07-31T00:05:16.799288Z digest=sha256:7555a93fa14bdb3ab820061b536b5aa40d81372f376a50fe5496a4fc5a7676cb

Observation e2925050-8c17-430e-a435-4442ebb4bab8 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 19

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source=pdf_text observed=2026-07-31T00:05:16.803882Z digest=sha256:979f4189178d2543638558d6d0c2b903c32fea1c29794392ee6e088a0a2d42fa

Observation e42d8855-4071-483e-be2d-7d23fb256328 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 20

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source=pdf_text observed=2026-07-31T00:05:16.793964Z digest=sha256:f571388b9fa59e42f22f2b9976617a7931213d330b00674e0f2e29226561afe5

Observation 0c1c64e5-43e1-4b3d-936e-77c1ad65fa16 · outbound

This paper cites VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation

Reference 21

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source=pdf_text observed=2026-07-31T00:05:16.817803Z digest=sha256:a126011d2a866d0270f60ec6140ad813d97aa43c10a5d81b8bad7bec8382dfbe

Observation 2a567ec1-6790-4fab-af52-e84a06efff60 · outbound

This paper cites Gemma 4 Technical Report.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Gemma 4 Technical Report

Reference 22

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source=pdf_text observed=2026-07-31T00:05:16.822448Z digest=sha256:ebe69ac5188169025f8559317216c09481f3276fb89802ccbd90ba09c380dc6a

Observation 9b4bb5ba-6c28-417c-be93-d7102c473428 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Gemini: A Family of Highly Capable Multimodal Models

Reference 23

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source=pdf_text observed=2026-07-31T00:05:16.827583Z digest=sha256:84bb463cddcf8b8fbccf7a3ece1c4176a5e0f91e1a8cfbaba3378ff70a985275

Observation e3284bed-c07f-4b2b-b1c0-5fad716b056c · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 24

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source=pdf_text observed=2026-07-31T00:05:16.813466Z digest=sha256:8b89128d1dc6906e97ac6f6738abede7a29bd6716833b7ba7b4ee6466b87b89c

Observation 0e499cd7-77af-4c18-a26f-a11186dcddcd · outbound

This paper cites GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Reference 25

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source=pdf_text observed=2026-07-31T00:05:16.837297Z digest=sha256:a972c9c6ed0053d69dc36cce8fc039f92bfbedbea24d4ece9ee3e2baa86fea10

Observation deccf5d6-9aae-4240-b2ee-bc756c1a2f33 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 26

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source=pdf_text observed=2026-07-31T00:05:16.842138Z digest=sha256:53ec0fdc7bfcdf74a73a41333ebccc26de7857ee3a022aeb13b85b67e894d96f

Observation a81ca673-acde-473b-9eb7-5895c7b8d24e · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 27

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source=pdf_text observed=2026-07-31T00:05:16.846641Z digest=sha256:56d917e4dba3c2dcf4f88a9642b3174c305de51d9c1861f229ba463df2edd45c

Observation 14516e7e-2c10-4f06-88f1-e391efb15392 · outbound

This paper cites LiveResearchBench: A Live Benchmark for User-Centric Deep Research in the Wild.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research LiveResearchBench: A Live Benchmark for User-Centric Deep Research in the Wild

Reference 29

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source=pdf_text observed=2026-07-31T00:05:16.856365Z digest=sha256:fc08cc9631a6023ad62eae7903a8f9baeb739cdb6d3f64ad9448910329fbd807

Observation 75ad234d-2012-492a-a0f7-a1d136cadeeb · outbound

This paper cites ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents

Reference 30

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source=pdf_text observed=2026-07-31T00:05:16.861103Z digest=sha256:a3014f9618c50224ab2770f8be6ed3825a2683be39e44888da41bccc812be426

Observation f68f30ac-8dc0-49f5-9177-46cdb6b73343 · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 31

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source=pdf_text observed=2026-07-31T00:05:16.866225Z digest=sha256:d8fc35c927a51e3a89413ab22962ab239653639990f6425794acd8677da422c3

Observation 0d4dc21a-3bc8-4671-9efc-deb5df358022 · outbound

This paper cites DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence

Reference 32

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source=pdf_text observed=2026-07-31T00:05:16.851179Z digest=sha256:31697f7e67879f82524b44eff6e5b7c2cb8f279066285ab399cbb4a88407deda

Observation 0c5eb4af-6eb9-47fa-b956-8fa86a3dce8e · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 33

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source=pdf_text observed=2026-07-31T00:05:16.881351Z digest=sha256:07b0fd59f1ed9b989afff672993d88a96ddbcc5a08156d9efab17dc31689514a

Observation 9e229604-63b9-44f2-b83a-281b864a11df · outbound

This paper cites GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation

Reference 34

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source=pdf_text observed=2026-07-31T00:05:16.886205Z digest=sha256:91900ccb4828053571db22a02b953a0682f25e9326ef5d7a6fc01dc7e1ae6101

Observation 958d1bf7-dbaf-43b6-8f45-47cd133a3c08 · outbound

This paper cites MiMo-VL Technical Report.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research MiMo-VL Technical Report

Reference 35

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source=pdf_text observed=2026-07-31T00:05:16.891205Z digest=sha256:16b5c83b76db2fa692286d555387419c7f0ab7f720764451fe502ed0d92631bb

Observation 4ed39f3a-9b5e-4421-959e-b60edf42ff48 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 36

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source=pdf_text observed=2026-07-31T00:05:16.871502Z digest=sha256:087fbbd6adefc952c4932c99cf3410b197304c3e429d98abe6f3ca0aad819949

Observation 12a5a5f1-4c46-4e65-8a9f-cabbca65552b · outbound

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

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

Reference 37

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source=pdf_text observed=2026-07-31T00:05:16.876354Z digest=sha256:8311e73b91560b0e9498e658af80e0ad898f03157c528c2344c5bf57e44a76ad

Observation 8fa8ee35-5f3f-4068-afb6-daf1da231707 · outbound

This paper cites MoDora: Tree-Based Semi-Structured Document Analysis System.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research MoDora: Tree-Based Semi-Structured Document Analysis System

Reference 38

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source=pdf_text observed=2026-07-31T00:05:16.906099Z digest=sha256:1fc87e80d17781cfe6390b834eff540c19b1d1ba60cbef076464bed66d3de14a

Observation 83e4806d-a315-4673-8f03-47301ddbc48a · outbound

This paper cites A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications

Reference 39

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unresolved
no resolver link, observed 2026-07-31T00:05:16.910931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.910931Z digest=sha256:06045f501be7d17a77f0d82fa4c08cab56c53f1a85b8df3d16e28a7f650e9844

Observation 4eae3d1a-c56d-4be9-b7ef-6f209858c634 · outbound

This paper cites Qwen3 Technical Report.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Qwen3 Technical Report

Reference 40

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unresolved
no resolver link, observed 2026-07-31T00:05:16.915785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.915785Z digest=sha256:78dfda56ce1ed28f7b94a6d63b33c97d5282bba7c8fd7f0ea6a05bd8e1572bc4

Observation aaccfea5-1d49-4fc5-98f4-dec4592b5a78 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 41

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unresolved
no resolver link, observed 2026-07-31T00:05:16.896077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.896077Z digest=sha256:86a0e23215c52d360d11635a07320c0e31aee555f851b3c86a22f69db18af4dc

Observation ddd4be1d-df2b-4b5b-b8fa-6867ae6e0afd · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-07-31T00:05:16.901313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.901313Z digest=sha256:ea920b14d530647302f99726df08e5d6a99350355c96b889e84250001260facc

Observation 91c9fa17-9da5-44de-84fc-cd135955548e · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-07-31T00:05:16.929799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.929799Z digest=sha256:ac82462bed5a7d9d2bbab7b1c9cbf2b9e5faf5cbc6ed42f15d352979fdf55bac

Observation 2e3e463e-9b43-4dfe-b645-14ddc3e7e6d7 · outbound

This paper cites GLM-5: from Vibe Coding to Agentic Engineering.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research GLM-5: from Vibe Coding to Agentic Engineering

Reference 44

Resolution
unresolved
no resolver link, observed 2026-07-31T00:05:16.934606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.934606Z digest=sha256:5b79c43b293997424af9bd086b7bca4bb908c89ae418066dccf6613ceeba521f

Observation bf1c24e1-e0d0-47b3-8754-35db393b0f3b · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-07-31T00:05:16.939678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.939678Z digest=sha256:eab98d9c541342112f444f7381d1b8d7647d0ea06521d7969fe73b8d82b66760

Observation e8d1ed3c-b809-4d46-ad5e-a9f188fb4e51 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 46

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no resolver link, observed 2026-07-31T00:05:16.920337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.920337Z digest=sha256:660f8f95545dceed57c9b7ddcd4e10a4e6bf8fbcdaeaf49bed03669481591e61

Observation f615df95-7448-499a-845b-8871126ff8a9 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-07-31T00:05:16.924957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.924957Z digest=sha256:25aa02fda6bee122e74b76267213af14dbbb4781abd3dd456e702af10fe835ee

Observation b96b7442-72ad-4eb3-8df0-ac708cfa23bb · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-07-31T00:05:16.953855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.953855Z digest=sha256:65ef1c91b8a5baf2b672c0c56484e4a4b581dc05e78af30e4524b1ef5472f399

Observation 12791e9d-62f9-4ada-9d76-bb79f11ada4c · outbound

This paper cites Deep Research: A Survey of Autonomous Research Agents.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Deep Research: A Survey of Autonomous Research Agents

Reference 49

Resolution
unresolved
no resolver link, observed 2026-07-31T00:05:16.958525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.958525Z digest=sha256:ec1c11d3c7c461bdb16dafcdea399665bc7d936f1348ffe4ec75bd400956b2a6

Observation 8d745d51-dd81-4b6a-9d7b-57b9b26a0172 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-07-31T00:05:16.944368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.944368Z digest=sha256:0e07871f6d05c07906555596aefeaea8b699248eb85e4a4a495d19a92602f44f

Observation 12ae8d9e-ce40-41d1-b33a-066e8d9aeb80 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-07-31T00:05:16.949181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.949181Z digest=sha256:a99c22b4b4bf503765d8c08edb09c405a24e2ca33728fa8c0340c07842954c08

Observation 067df9be-4edf-42fe-adac-d745d4bfc2b2 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research WebGPT: Browser-assisted question-answering with human feedback

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-07-31T00:05:16.769806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.769806Z digest=sha256:e4c0c24e658dd97e3be284c3ef6eb0a6184c91e1890459703f787fb041a2d614

Observation bf8c3eda-26fc-4812-803d-cd039dcca41f · outbound

This paper cites OpenAI GPT-5 System Card.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research OpenAI GPT-5 System Card

Reference 2025

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unresolved
no resolver link, observed 2026-07-31T00:05:16.808395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.808395Z digest=sha256:5384a6c69971f45d9403cf46a4dfdd23b87dd4299109f712b47592e18bc02b76

Observation c16bbad8-eee0-4cfa-bfa3-880ed368b460 · outbound

This paper cites an unresolved cited work.

HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research Unresolved cited work

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-07-31T00:05:16.705517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T00:05:16.705517Z digest=sha256:744e0a69055abcb69db1caf9fd1760d33e141d0dd7ab48e7647b04d64eefff8d

Pith citing papers

No inbound Pith citation observations are available.