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Paper Citation Record · LEDGER

OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 43 inbound Pith citation observations for arXiv:2411.14199.

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

pith.paper-citation-record.v1
2411.14199 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 43 of 43 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 43 of 43 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:48:44.731916Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

5
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 850f4111-6bb5-47bb-a513-5410589fce0f · inbound

XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration cites this paper.

XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 3

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metadata mismatch
arxiv_id, observed 2026-05-22T14:44:55.108844Z

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.

source=pdf_text observed=2026-05-22T14:43:19.221814Z digest=sha256:9160ec1ee0de623e594b47ed4cd6900529bf0bc8679149046e72673d5da0a800

Observation 3e4bbb9c-5761-41a2-acbd-fbe843464e13 · inbound

In-depth Research Impact Summarization through Fine-Grained Temporal Citation Analysis cites this paper.

In-depth Research Impact Summarization through Fine-Grained Temporal Citation Analysis OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 1

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verified exact
arxiv_id, observed 2026-05-22T13:44:52.923084Z

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.

source=pdf_text observed=2026-05-22T13:42:05.872766Z digest=sha256:83aa42a31c03a48aeeaa5e4e1e4b22932f6d4d6bbde79657ad906ee77013b662

Observation 4f88c159-cfd3-40b2-9644-4ed5e7a3f11f · inbound

SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation cites this paper.

SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 16

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no resolver link, observed 2026-08-07T00:48:44.731916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:48:44.731916Z digest=sha256:1b23856dbd3c070e3c615348ea4ae8b1e1f71f9b7d603a7d6f0fd57eb8404fd9

Observation 93360cd1-cd33-42ca-baef-9fe81c067831 · inbound

SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification cites this paper.

SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 6

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no resolver link, observed 2026-08-06T23:59:00.582893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:00.582893Z digest=sha256:dbd757c14bc2de422696a19168f81f02da54843cf744509b8c6c48296ea28f4f

Observation fd2b0bda-119e-419c-8221-a2c065718981 · inbound

AI4Research: A Survey of Artificial Intelligence for Scientific Research cites this paper.

AI4Research: A Survey of Artificial Intelligence for Scientific Research OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 26

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unresolved
no resolver link, observed 2026-08-06T20:45:10.208092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:45:10.208092Z digest=sha256:a4990973ec2a5818c80ab979a9ee1599f54c64d731aaa265f6da52f9fd88e125

Observation 78cc0600-ff5c-43e7-9b02-2964f9799573 · inbound

Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers cites this paper.

Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 6

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no resolver link, observed 2026-08-06T20:28:55.240502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:28:55.240502Z digest=sha256:1ade8dd2af005bfa8dc360b34d6a54f34340aa583d796268ee9d7e800b73670d

Observation 684bbd89-d71e-46b1-ba7d-4d4c6300c242 · inbound

Scaffolding Recursive Divergence and Convergence in Story Ideation cites this paper.

Scaffolding Recursive Divergence and Convergence in Story Ideation OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 4

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no resolver link, observed 2026-08-06T20:18:18.113272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:18:18.113272Z digest=sha256:b0d19a8dceb9e55e35dec2d0f97e2aacc73ba65f02bba2a700319cc4319f7d3b

Observation f4b4dd29-4053-4d7b-b354-f1af2b4183dc · inbound

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving cites this paper.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 4

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unresolved
no resolver link, observed 2026-08-06T18:08:29.988575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:29.988575Z digest=sha256:7df15ea4ddee1dd94e17cf945a0cafdfde2197f6650cf2f1fc58195613a45e24

Observation 16e9845e-ce20-4707-ab47-19d22826bbe0 · inbound

From Queries to Criteria: Understanding How Astronomers Evaluate LLMs cites this paper.

From Queries to Criteria: Understanding How Astronomers Evaluate LLMs OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 3

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unresolved
no resolver link, observed 2026-08-06T15:29:37.422914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T15:29:37.422914Z digest=sha256:d401c0b659dc5acbcbafbd2988c4cd513bcded96c02b406efa02351efe76ae1c

Observation 8e5f1013-be36-44f3-be72-f3193e173880 · inbound

Interaction as Intelligence: Deep Research With Human-AI Partnership cites this paper.

Interaction as Intelligence: Deep Research With Human-AI Partnership OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 4

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unresolved
no resolver link, observed 2026-08-06T15:30:36.612310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T15:30:36.612310Z digest=sha256:650497105a3649c08ffb50108d117489e0350473956873c1856d63580c220581

Observation 03dbcef6-8ba6-4ea8-a1b2-6cc82d8934e8 · inbound

Characterizing Deep Research: A Benchmark and Formal Definition cites this paper.

Characterizing Deep Research: A Benchmark and Formal Definition OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 1

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unresolved
no resolver link, observed 2026-08-06T00:56:02.786323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:56:02.786323Z digest=sha256:b5d7e1bacfd8e02a4513e0131741ef50ef2e52ce8af8fcfe8f7a8373cbfa3900

Observation 7ad32a83-a80d-43a6-8437-98f9d84d545f · inbound

A Reproducible, Scalable Pipeline for Synthesizing Autoregressive Model Literature cites this paper.

A Reproducible, Scalable Pipeline for Synthesizing Autoregressive Model Literature OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 8

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unresolved
no resolver link, observed 2026-08-05T23:56:11.589823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:56:11.589823Z digest=sha256:08408d189159ec32fdf5a597141f51c1e4bb2ebe9577f5c196d64c28dd40c260

Observation 355fa056-ea6a-4410-8aed-3ee982d55de7 · inbound

Compare: A Framework for Scientific Comparisons cites this paper.

Compare: A Framework for Scientific Comparisons OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-04T23:39:40.898237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:39:40.898237Z digest=sha256:9bb34c4cb4415e6fe6266716dfbcaf169bf97b61260fc83f1ae22b4d73608147

Observation 29338dad-9689-4615-9e81-b444d86fc608 · inbound

TusoAI: Agentic Optimization for Scientific Methods cites this paper.

TusoAI: Agentic Optimization for Scientific Methods OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T22:34:23.817614Z

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.

source=arxiv_source observed=2026-05-21T22:34:06.906427Z digest=sha256:02f5b49efb0779ea04246e90d214f66316b3cf0e9ed8213f7abfec0e30ead256

Observation 6399db25-0ed0-471c-a430-a47c4cc66ce7 · inbound

Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark cites this paper.

Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 11

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verified exact
arxiv_id, observed 2026-05-18T11:52:35.319645Z

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.

source=pdf_text observed=2026-05-18T11:52:10.205796Z digest=sha256:5e86802e14f810a83a6366c0a9d691bf3d0abaefd4237f499893c654881a4459

Observation fc56339a-2bc4-46fb-a740-90d97537f062 · inbound

Attribution Gradients: Incrementally Unfolding Citations for Critical Examination of Attributed AI Answers cites this paper.

Attribution Gradients: Incrementally Unfolding Citations for Critical Examination of Attributed AI Answers OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 2

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verified exact
arxiv_id, observed 2026-05-18T11:36:19.209987Z

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.

source=pdf_text observed=2026-05-18T11:34:50.221610Z digest=sha256:d3d21415083007e6352b8f892256fa1c457f7dca454737595b1049866eeb874c

Observation 230c33a5-b360-427a-958b-893ae46a6068 · inbound

Stress Testing Factual Consistency Metrics for Long-Document Summarization cites this paper.

Stress Testing Factual Consistency Metrics for Long-Document Summarization OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-17T23:10:25.549205Z

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.

source=arxiv_source observed=2026-05-17T23:09:24.963113Z digest=sha256:55872dff728abe81551a35ef8ab5fffbf6f23cfbf083ee8b181aaea92da2cb8d

Observation b7b92d73-7b28-4244-b5a8-a711d64749d2 · inbound

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem cites this paper.

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 2024

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unresolved
no resolver link, observed 2026-08-02T23:18:28.367713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:18:28.367713Z digest=sha256:e133f933a90ddc8514c4a36a9e0fc21dd327f4c327eed198bd0a99584c7ba1e1

Observation 7b09d145-ba83-4f91-a830-4228e534d66b · inbound

Med-V1: Small Language Models for Zero-shot and Scalable Biomedical Evidence Attribution cites this paper.

Med-V1: Small Language Models for Zero-shot and Scalable Biomedical Evidence Attribution OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 9

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verified exact
arxiv_id, observed 2026-05-21T11:44:09.285812Z

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.

source=pdf_text observed=2026-05-21T11:41:26.274423Z digest=sha256:7d97f5589029d861f2b302fc969f33793a6f74e7fc78259642ec195ae53282e5

Observation d84c5835-c6e9-4150-8e41-72c195624b01 · inbound

Parallelizing Tool Execution and LLM Generation for Low-Latency Agent Serving cites this paper.

Parallelizing Tool Execution and LLM Generation for Low-Latency Agent Serving OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-13T22:20:51.838309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T22:20:51.838309Z digest=sha256:e57d869d6d94e772b801c8490b2dda98b529c635cc5156ad88595823bf5eb0c2

Observation b283c7e3-d58d-4b74-8b79-e930fcaeba8f · inbound

Self-Optimizing Multi-Agent Systems for Deep Research cites this paper.

Self-Optimizing Multi-Agent Systems for Deep Research OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-13T18:18:06.483119Z

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.

source=pdf_text observed=2026-05-13T18:13:14.668406Z digest=sha256:923fd4bb6688e12564fc3355bd7ce2ae9084ae1394d375829d6a3fe94c0131f2

Observation 0009d5f6-381a-4e27-afee-7ee3641d6724 · inbound

FactReview: Evidence-Grounded Reviews with Literature Positioning and Execution-Based Claim Verification cites this paper.

FactReview: Evidence-Grounded Reviews with Literature Positioning and Execution-Based Claim Verification OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 1

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metadata mismatch
arxiv_id, observed 2026-05-13T17:33:02.285623Z

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.

source=pdf_text observed=2026-05-13T17:32:06.864338Z digest=sha256:54ce7e36c778a881fdc61190fecd76f0015fb81a4d5f229964da6a4c5bba7b7e

Observation b1f6a84b-8e6d-4ee1-b9d3-c9dd68a3b28f · inbound

Re$^2$Math: Benchmarking Theorem Retrieval in Research-Level Mathematics cites this paper.

Re$^2$Math: Benchmarking Theorem Retrieval in Research-Level Mathematics OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 2

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metadata mismatch
arxiv_id, observed 2026-05-12T02:11:15.979524Z

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.

source=pdf_text observed=2026-05-12T02:07:39.648269Z digest=sha256:083857528ed5510489b94cfbe7c57f413278ec200479073e17eb00ee1843c52a

Observation efd230bf-790c-4f4b-b3c0-266ea55bb8f8 · inbound

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research cites this paper.

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 10

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verified exact
arxiv_id, observed 2026-05-25T05:46:39.308383Z

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.

source=arxiv_source observed=2026-05-25T05:45:54.275921Z digest=sha256:ee53f5a58934510caec5e028c4fc398149fb96547ff10e24605624e80ea47b24

Observation 492ebd84-cb0c-457b-9165-f11863a6d7ea · inbound

Co-ReAct: Rubrics as Step-Level Collaborators for ReAct Agents cites this paper.

Co-ReAct: Rubrics as Step-Level Collaborators for ReAct Agents OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 25

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metadata mismatch
arxiv_id, observed 2026-05-25T04:20:19.581725Z

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.

source=arxiv_source observed=2026-05-25T04:18:04.456515Z digest=sha256:70e2f3b7c5c8398f11084eaea9addc1dffe4754752af023df220ac9fe7ceae8e

Observation 01387c88-b475-4468-957c-52d1ac123026 · inbound

Natural Language Query to Configuration for Retrieval Agents cites this paper.

Natural Language Query to Configuration for Retrieval Agents OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 3

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metadata mismatch
arxiv_id, observed 2026-06-29T17:53:47.645930Z

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.

source=pdf_text observed=2026-06-29T17:44:34.509337Z digest=sha256:f59a22c2468e11970750b9d751cab0311cd2cc3dc072e7f1f00b62578ad81e13

Observation 24b98a84-0f6c-47b2-bc5d-82d1623129ef · inbound

Eliot: Interactively $\underline{E}$xploring Fast-Changing Scientific $\underline{Li}$terature Trends with $\underline{O}$nline Da$\underline{t}$a and Learning cites this paper.

Eliot: Interactively $\underline{E}$xploring Fast-Changing Scientific $\underline{Li}$terature Trends with $\underline{O}$nline Da$\underline{t}$a and Learning OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 1

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verified exact
arxiv_id, observed 2026-06-29T15:43:32.871924Z

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.

source=pdf_text observed=2026-06-29T15:30:46.208758Z digest=sha256:6c15c5ac2ab8af3cfc981f0d34dce52e5598d31d72ef0a76d2e71658f7801ec4

Observation 51674bde-badb-4cd1-b0b3-dce9fd91eb2f · inbound

Planner-Centric Reinforcement Learning for Deep Research with Structure-Aware Reward cites this paper.

Planner-Centric Reinforcement Learning for Deep Research with Structure-Aware Reward OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 2

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verified exact
arxiv_id, observed 2026-06-28T22:32:44.010998Z

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.

source=arxiv_source observed=2026-06-28T22:30:00.735630Z digest=sha256:f85a0de516bee46667ab07bdf7cfa6e396f6850607106da00f431f244b313a0c

Observation d97aa8c2-9d24-4217-be37-1f9a7b16ab7d · inbound

Extending AI for Research to the Humanities: A Multi-Agent Framework for Evidence-Grounded Scholarship cites this paper.

Extending AI for Research to the Humanities: A Multi-Agent Framework for Evidence-Grounded Scholarship OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 1

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verified exact
arxiv_id, observed 2026-06-28T22:32:43.787395Z

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.

source=pdf_text observed=2026-06-28T22:32:35.819404Z digest=sha256:80096602a0d20d279fce2fe07984e19540c447046a0cf62fa5b2c5a8a67fc3f5

Observation ca1cb1e1-32dc-436e-97cc-8d24ac2cce54 · inbound

Illusions of the Gold Standard: A Large-scale Analysis of Human Evaluation Protocols for Long-form Text Generation cites this paper.

Illusions of the Gold Standard: A Large-scale Analysis of Human Evaluation Protocols for Long-form Text Generation OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 28

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metadata mismatch
arxiv_id, observed 2026-07-02T20:37:22.686246Z

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.

source=arxiv_source observed=2026-06-27T20:20:08.996005Z digest=sha256:a01c8811539ad80058338bc55597fcb6def4246c824dde21f65470b4980fad66

Observation 7fb89166-509e-4aef-a2c5-961241716b50 · inbound

Can AI Agents Synthesize Scientific Conclusions? cites this paper.

Can AI Agents Synthesize Scientific Conclusions? OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 15

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verified exact
arxiv_id, observed 2026-07-03T05:47:41.484848Z

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.

source=pdf_text observed=2026-06-27T13:05:07.718882Z digest=sha256:9c245fb68c1ec02a532c948e8ad301ea54f216d2d1d604fd7a9073eaaca1d8b4

Observation 59c71865-2694-4293-9844-9a2b7eea22d1 · 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 OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 81

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metadata mismatch
arxiv_id, observed 2026-06-27T09:50:48.325014Z

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.

source=pdf_text observed=2026-06-27T09:46:30.702256Z digest=sha256:f102e021092ad402a8c4b6133aae02e672a0999e03c106f08569bee730d48a40

Observation f9de1ffc-8b2e-4b1e-b308-3d3804c47eae · inbound

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T16:49:57.821493Z

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.

source=arxiv_source observed=2026-06-26T00:13:14.940915Z digest=sha256:b23e79bc0b00e090c7ea12a424f566317e677e050c1967ba38ef19c7c209cd32

Observation cab12963-f21c-407c-9aa1-64ba41b17395 · inbound

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-12T12:32:39.706055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T12:32:39.706055Z digest=sha256:a220af92516d9fa2a15827f25ea87db336274934c9785854cb9b7d9b66af8701

Observation de5015ce-116f-4df6-b96d-6bb7485d9d3f · inbound

Metadata, Structure, or Strategy? A Decomposition of RAG Context Enrichment cites this paper.

Metadata, Structure, or Strategy? A Decomposition of RAG Context Enrichment OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-06-30T08:04:28.995323Z

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.

source=pdf_text observed=2026-06-30T07:36:45.106665Z digest=sha256:3da1e8c48a108e93550e40f26d07cb72a897ab83da9481272439eb62ddc5d572

Observation 3cbd892c-ead7-4477-ab3c-af9d2cd915f4 · inbound

FARS: A Fully Automated Research System Deployed at Scale cites this paper.

FARS: A Fully Automated Research System Deployed at Scale OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-01T10:35:42.701834Z

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.

source=pdf_text observed=2026-07-01T05:18:53.840963Z digest=sha256:0da9f3c725157c677cb068221150663a0873b7af8026c1e2e3e04303fd56a9b1

Observation 431e1183-1db7-4b3e-9b5d-d5536437e21a · inbound

FARS: A Fully Automated Research System Deployed at Scale cites this paper.

FARS: A Fully Automated Research System Deployed at Scale OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T16:55:37.417202Z digest=sha256:bf8fcf6771dce70a88e4aa0327196531f103e6fe785ce9c06b8a9af4f8308433

Observation 2bb895c3-5e62-4654-ae42-98890dbf0675 · inbound

Multi-Turn Agentic Scientific Literature Search via Workflow Induction cites this paper.

Multi-Turn Agentic Scientific Literature Search via Workflow Induction OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 32

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T13:16:58.161012Z

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.

source=arxiv_source observed=2026-07-02T13:14:12.212139Z digest=sha256:fbee059e37e0cbdbd511a5fb214f2f25d805125dc22e6f0ff43a9cc8535b1c45

Observation 2b54ec22-91e2-4b38-8885-144463d2d4bd · inbound

Multi-Turn Agentic Scientific Literature Search via Workflow Induction cites this paper.

Multi-Turn Agentic Scientific Literature Search via Workflow Induction OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 32

Resolution
unresolved
no resolver link, observed 2026-07-12T09:24:39.779703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T09:24:39.779703Z digest=sha256:907cc7814a8ea2e443653233cb38494fb17e4bd08633f8cef933c3ee5f876829

Observation f5169c3e-1f9b-44a1-8ebe-8a507bd641f0 · inbound

Symbolic Augmentation Closes a Canonical-Equivalence Blind Spot in Neural Fact-Checkers cites this paper.

Symbolic Augmentation Closes a Canonical-Equivalence Blind Spot in Neural Fact-Checkers OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-02T13:40:17.215861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:40:17.215861Z digest=sha256:88b21b6971eade7c3ca167c2cf385b34f698d8fc654fd84e15444c054bf3db15

Observation fb5ffac9-d1e4-481a-9f61-b55751072243 · inbound

Beyond Memory Leaderboards: Evaluating Scientific Memory as Budgeted Context Restoration cites this paper.

Beyond Memory Leaderboards: Evaluating Scientific Memory as Budgeted Context Restoration OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T19:49:10.855321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:49:10.855321Z digest=sha256:a2e8f39b2a140c1cbc1892c3c1946736b82b3f1d5ac39915d8a8e86954d3b0a7

Observation c18c071b-0e2c-4ebb-975c-f77c1b285a0b · inbound

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs cites this paper.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T11:06:37.678655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T11:06:37.678655Z digest=sha256:1dcad82c9fbc4a569d05e55a1d24128cd2da0c75ab859f152e6a4b2ff6964a0c

Observation ee088d66-407d-48d1-96d7-5e909b60deef · inbound

Evaluating and Guarding Citation Faithfulness in Agentic Scientific Synthesis cites this paper.

Evaluating and Guarding Citation Faithfulness in Agentic Scientific Synthesis OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-02T07:46:09.885071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:46:09.885071Z digest=sha256:bfa39e969a3ebafe1e11b3f89a623f7767da1f6066750c9c1162e8d81c6e3496