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Paper Citation Record · LEDGER

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents

As of 5 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 1 inbound Pith citation observation for arXiv:2604.14261.

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

pith.paper-citation-record.v1
2604.14261 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T12:58:17.648191Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T04:52:00.951462Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

60 of 60 outbound references displayed

  • verified exact1
  • verified fuzzy18
  • unresolved33
  • parse uncertain3
  • malformed identifier1
  • metadata mismatch4

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 3207af46-12a9-4052-b90f-032520cdeb08 · outbound

This paper cites Reviewer2: Optimizing Review Generation Through Prompt Generation.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Reviewer2: Optimizing Review Generation Through Prompt Generation

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T13:00:24.631445Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:8dd308804fed7225c8887d21187140439b2f72932da81a720731a4e2ce2c96c9

Observation 248a4b8a-a164-43d0-8e63-aa92a31c908d · outbound

This paper cites GPT-4o System Card.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents GPT-4o System Card

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-05-10T13:00:24.634020Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:d49057c15c66a1ed26c6c4f7bc7c037b6a5bce4d81678e5f960107b8822e27cc

Observation 09f28e15-9105-437f-a4da-b0d669446df2 · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:42:33.015345Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:1a3e96275c5ff8e241b53ed97b117dc544c5aed0f4e7bed9795d56fa1388f478

Observation 9a2c8c78-b8ef-49d2-9633-27322d57ca39 · outbound

This paper cites Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 4

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T13:00:24.639645Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:5ede9aa5771f220606546c84ddada2a1e642248bc13b7da2aff1ebc08e1a1b6f

Observation 371dc2be-86d4-467a-9de2-54c669c0907c · outbound

This paper cites InICLR’25.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents InICLR’25

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.156954Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:061eecb673b53e867b9e6f807298b7e3dde8144b425e6dfed1cce34de5d7843a

Observation 2295b3bc-7919-4c41-84a0-e63acad156d8 · outbound

This paper cites Qwen3 Technical Report.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Qwen3 Technical Report

Reference 6

Resolution
metadata mismatch
local_arxiv, observed 2026-05-10T13:00:24.645342Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:f72bc377d29b741d40c9444dc5aa5e2faf60de701d970574d3c9bfbd6447a801

Observation a6c5a892-5fff-4d4f-ab9f-91f61a710704 · outbound

This paper cites human reviews can be noisy and do not always follow guidelines.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents human reviews can be noisy and do not always follow guidelines

Reference 7

Resolution
malformed identifier
arxiv_id, observed 2026-05-10T13:00:24.642417Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:e256aa82f1f2fbf04f5823bb4a51725e29855c057942d65b83740a543bae3542

Observation 874f59ff-7349-4206-b718-10e6c642e694 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.238493Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:d8fbefb34b7e505d0dc7d05057eb359c226b31aec3764a2f1ea5fdd565e7e627

Observation af765623-e5dc-4e6a-8f81-85bb3bbb3923 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.254450Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:42e12396cc4f41c91884db43c264e1e64c0c00c9ae09960e2179106fda382f2a

Observation 8f0d2235-0e73-4508-9cf4-0aab0792894e · outbound

This paper cites keywords.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents keywords

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.229219Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:d4d42b537b1b0ad73aaf4a852058fe04e9ab2975b7bcbe3849fd6da34458a57f

Observation cdfdd2e6-8762-479d-adc2-19daf9ca7317 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.293190Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:36c65c33478a930cc6f90d099e5529b3ef3c324582787d63114320e950a141c2

Observation 41dd1688-b790-4b80-a494-516319a4404e · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.209153Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:243200bcd28dafacafab62fb3496a0fe9918ddd2b47fa6afff4009f0e0b15b5e

Observation 098e10cd-f808-44a1-ad75-f9aab8661fff · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.206303Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:03f7840cb7dc12c70a55bbada158931f102117a885a6e52fe6eb8543e9de0794

Observation 0398ebd1-c15f-4995-b780-8630019ca3cf · outbound

This paper cites summary".

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents summary"

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.220421Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:bc289e8075bd4de5a0bc7c76cd962e4fc78ee8e7c744d81a84251542ad71b1d8

Observation 3dce33fb-4b30-4d69-9504-44aa123254de · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.213863Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:a1fad3c363bcb2bfbe64f32b7fc517cb4ad5db576a2d7f5b035417ce011ef30b

Observation 6c2be338-2270-4e2c-b07a-43044ac22891 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.267448Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:36b5bb4ab324b436188edb11fb12639d7b7a15ac5fbe732fa94d058e3f2b4300

Observation 3aa65d6d-4e64-4cbd-86c7-2e0cf6f3e297 · outbound

This paper cites not_found_in_text.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents not_found_in_text

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.270868Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:878a2b0e968c38cd5f4168d5704455a5bfc0ba712e2f4ce863e4d4021d266943

Observation b4aca6b9-6ea4-4233-9ea5-281fe02d6b0c · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.235493Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:00f1768e2c6b30bfcfb7d9c9e4b9fadd3e34cf05714ea2b2147857380ec7467f

Observation 25c27ca2-0816-4f3b-a7f2-82bd1eb4f991 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.251070Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:8185613c5459471556df17c52c37cf2f428f307dac98e171e0db16d525376695

Observation fba375f3-eaaf-41ce-8bed-d5d583cb734f · outbound

This paper cites not_found_in_text.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents not_found_in_text

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.267661Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:4299674d81b896f6acc88c4f4f7996f17add3dd24294d20db2eb468fc0798a6f

Observation 35452514-be70-4c55-937c-37fa61999f74 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.301428Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:707f93c57910dd489f1dde4d82be0b3990c482ea4d6d43307affad95ae5277ae

Observation 34da53c0-2323-4edb-ba44-3d1527cbd2d8 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.305045Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:bec88d0a295f83a011b21c565c0d6e496c91dc53821bbc696b2d746205871680

Observation 51a8a265-8f29-4459-bdc9-910785fd1ee2 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.181490Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:1599a3df8f796c0c1cb7d326d78c169f4773503fb8b577d1124b6b8ce90a6610

Observation 49dc9cc5-0151-4e9a-974e-d47d1646a1ca · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.184552Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:ca259de77312d27aa28fff83354dd70b476178e28a81ed772fb9da80fbd2f8bb

Observation 9ba7fb98-07e3-4f66-9071-99b3070bb585 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.245494Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:05175e438bc574cecafa070008248b7ba296930743f1457c7ac821dc3b113353

Observation 27460f94-018a-4d74-9abb-44fa93735732 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.174375Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:fe59df67d2c045b9a3d73099102ff6e772523766fcaabe549568f11ce1468610

Observation 915bfc4f-2fc8-4ae3-b146-ead65bc4c723 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 27

Resolution
parse uncertain
raw_fallback, observed 2026-05-19T01:52:57.281774Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:2fed866acc483d6451fe54a0dd45d9780d787e0d7ab5ae58982be826e9cf3761

Observation c084162f-607f-4bc0-9aa1-cbd915b5a005 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.199720Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:d0507622bc58528af5e49303a2318a92a73aad5ffb56fd387eb63caf8736d128

Observation 3b8c61c0-fe07-4beb-bb54-58381fb0804d · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 29

Resolution
parse uncertain
raw_fallback, observed 2026-05-19T01:52:57.273376Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:75de1c24fbc52e8f3d180afc6a673b5a6b0db5eca9a61d3191755ded1f5eb672

Observation be3d8d67-7eda-4a08-a533-150060c45270 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 30

Resolution
parse uncertain
raw_fallback, observed 2026-05-19T01:52:57.259824Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:f79bb629a29eff95554013131fb2a9246f73617a67a33d2e969f25034e9ca307

Observation 04f931c6-70a7-4ae9-b8c1-9e0adf02418a · outbound

This paper cites DoNOTintroduce new factual claims about the paper unless you can anchor them to the paper text or the audit reports’ evidence.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents DoNOTintroduce new factual claims about the paper unless you can anchor them to the paper text or the audit reports’ evidence

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.211560Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:a43f2059d21e4cc7af5ec0a664d4dbd7bd78daf3b9c8d86cc782de73af256aa3

Observation 5d5cde4a-063f-4915-b651-c6db8f696d2e · outbound

This paper cites the paper compares to/cites X.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents the paper compares to/cites X

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.265426Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:6c6e12102a4764e45a7d714619ad94277c55f81bde72244e107f7e85a389d9f0

Observation 892587cd-b892-4dc6-8bab-e75902448e63 · outbound

This paper cites Use missing_key_points and needs_specificity to improve technical specificity.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Use missing_key_points and needs_specificity to improve technical specificity

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.270581Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:fc3ca53444231669f14d9b75a0220320a1a22845b0ca7d332d8d8c1c9b1c7bc8

Observation 442a84e5-d49b-48c0-82b1-6218141a9f02 · outbound

This paper cites Add missing datasets/baselines/metrics/key results if they are important and supported.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Add missing datasets/baselines/metrics/key results if they are important and supported

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.284200Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:371bd0926cf7520799dd9ade346a17358f0e3524d5daf0588bcc6d1ea8063d55

Observation 527466d8-c9d9-4829-b5a4-e1afa377eed2 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.226965Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:1a01f94f2171d6c8741d1c013772bf44b9822b2582d8b01e3240d2c25700c51c

Observation 33659f18-3826-4380-a78a-6f804d8d0cec · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.170532Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:94376f6e6754e7777be0d0524d89332c1d2e15cb1b68716223a1ddf89733dc12

Observation ab800812-b36b-41fe-a7c2-de93bb10dae2 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.202281Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:fadd10ff5abad7817e8096d2acab35b22376716e3150097aafdb8d6e9e54f644

Observation 99a3def6-adcc-4ad1-89e4-ac798670c8d8 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.132638Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:d5d3091a9c62a8a0c957ecbfac1df0fe813f7982ebb1bec879d7882fe6e5f17d

Observation 27db98fa-de66-4353-917d-cdf20b54ae90 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.176044Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:b35d7f56a0562545cc1ad3c84782ef200da12123d57573d4c29cfd5482a42724

Observation 773b05bc-f07a-42c8-bb73-2bd049fe73bc · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.208767Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:76e794981f34bb6b8bb4cf51ec4e5f6325cd97ca5ae82ab3628612d8d3698a06

Observation 245d6a31-48f2-49e8-a52d-2cb512a17254 · outbound

This paper cites accept".

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents accept"

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.241290Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:a0f60ad470634c8e584faabf14884d112cafd1d1c25d287de9551bd617aafb50

Observation be947308-7968-42e9-85d6-4f0ae1491c56 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.132978Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:a139700e986e841cf0d941866bcf1d9a0afb4fffe95f7ba7ce241653d6e1f30d

Observation a919196a-9ade-45d6-88bc-16896d1ac649 · outbound

This paper cites 1) that preserves the teacher’s dynamic attention patterns.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents 1) that preserves the teacher’s dynamic attention patterns

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.217546Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:be8f79e90f180a8ccca658e8374f5121728a63b43db0318d911b5470a6ae0c25

Observation e4f66ed1-1422-4853-adf7-02a904535c63 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.308750Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:9ff95318fb8fb66c8cca10652701d4fec319ce1465df424cb784f1db143760ce

Observation ac81ede2-590e-4f5c-ac21-4c8d47e2cc01 · outbound

This paper cites exp.figure.opt_curve).

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents exp.figure.opt_curve)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.289707Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:df9cc03f1c0eafdefba5d3b1cb46a14e0aa3d623a37856fe1611671841e1dd55

Observation 79ea7de0-c90c-4146-9d09-fe165a962eb4 · outbound

This paper cites exp.figure.opt_dynamic_k, exp.figure.bert_dynamic_k).

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents exp.figure.opt_dynamic_k, exp.figure.bert_dynamic_k)

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.286083Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:1b84ebba18f548a3a5a99636f047754d377ebd132249c3446a41ce8919d15f30

Observation 223de0cf-55cf-4105-a92e-9bb3073bfa3f · outbound

This paper cites CNN Decoder.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents CNN Decoder

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.278683Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:7ad59f76f287fb6197bb6da6e76adc1b10d56719dcc5d67ba53fbf31818f0f8b

Observation 495b418d-c11c-47b3-9360-ce06a922b0df · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.282263Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:70b03cbd9b753444b9254d60910e648621e8f61cb8d98853cf408b5879d5242c

Observation 1f704746-a343-4cc7-bfd0-e750fab853f5 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.276525Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:148fc69a9a1e3161dc8328fbef046329e8f4562c1ad546e204b75823718d0525

Observation f8eec5d2-6f00-4bcc-96dd-5adc44d2a55b · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.273809Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:5f79f0a7159cea83aa64cd7f6286c14232232f9bbc97d52d7d2cb832aac5700f

Observation b87e09ed-d016-4519-8661-a207d1339a28 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.297278Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:898c6ffdf4cfdb2bd9f8dfb4ddd2b6f261f4089d8c8c64c8da1cc5e49e4217ee

Observation 11fbd016-bf6c-43b8-a218-76eeae772675 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.257141Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:9880685c1dd1aa264128772c19916e88d1100ab609f5c327ca2f517b121aa891

Observation d9680605-192a-4d7e-ae85-f9d0b82198fa · outbound

This paper cites The core idea behind SEA is to approximate the full attention matrix through a combination of kernel-based linear attention and a sparse attention mask.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents The core idea behind SEA is to approximate the full attention matrix through a combination of kernel-based linear attention and a sparse attention mask

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.261922Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:335290a651c9e4918d4ae9dc4e9f6e7bac3210a7f475766fe019d502053f5f89

Observation 0248fc75-cc47-4705-9e0b-86ad0bd52235 · outbound

This paper cites First, the paper lacks a clear and detailed explanation of how the proposed method can be applied to pre-trained Transformer models.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents First, the paper lacks a clear and detailed explanation of how the proposed method can be applied to pre-trained Transformer models

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.249020Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:3a6a14ca40da1ad6121d31fbd05be411b2735bd2a14302af537f2b18f0b9ebbe

Observation 07f04647-d382-4088-9c03-8fe86eb1a698 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.263269Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:e9cfc5fa8d8380d9169295ab027d8e3ec841a61c3e1513b24bd3c4ba3867d7fa

Observation b0e71af2-e74b-408e-b24e-f9036bbc48a6 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.264988Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:e9058400dc4d89e76065303e777bb379796d720828aae2d097bc13923df4d0ba

Observation 0495b6e7-ed01-484a-aa55-eee10770d045 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.240437Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:64ac6cad9e9cafda03df821100cc358bfa8bed9d8f4cabda5ce67163cbabda1f

Observation 5bb28af3-515b-40a7-bd46-908a01a24d6b · outbound

This paper cites As reviewer 3 correctly pointed out, the paper does not provide a clear explanation of the different grouping strategies and their impact on the performance of the model.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents As reviewer 3 correctly pointed out, the paper does not provide a clear explanation of the different grouping strategies and their impact on the performance of the model

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.233345Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:a64e2822680baf6b17173393aaa6f63ead88e338569bccbc18dd02ee7d9c2070

Observation bc0a1128-af06-47f1-95d4-cabeda943f49 · outbound

This paper cites an unresolved cited work.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:52:57.236990Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:9fbb981bd54c5f557002fac17c99e1614c340b1c67666c512508faa92520ce5c

Observation 0f7ab811-66cb-4411-8c06-228ad43d03ce · outbound

This paper cites As reviewer 3 correctly pointed out, the paper does not provide a detailed analysis of the trade-off between accuracy and efficiency when varyingk.

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents As reviewer 3 correctly pointed out, the paper does not provide a detailed analysis of the trade-off between accuracy and efficiency when varyingk

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T01:52:57.257716Z

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.

source=pdf_text observed=2026-05-10T12:58:17.648191Z digest=sha256:cf027547ce040acf2d396ba8e625053a864f4ef9b21e01cf61114f417293161e

Pith citing papers

Observation f0b12cbc-ff92-4ef6-85da-f847b43deab4 · inbound

RubricReviewer: From Direct Critique to Objective and Comprehensive Rubric-Driven Peer Review cites this paper.

RubricReviewer: From Direct Critique to Objective and Comprehensive Rubric-Driven Peer Review ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents

Reference 69

Resolution
verified exact
local_arxiv, observed 2026-08-04T04:54:16.676355Z

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.

source=arxiv_source observed=2026-08-04T04:52:00.951462Z digest=sha256:3ed64770a267887cb4595aee16782d3425659964c1a38a91f567741bd917bd50