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Paper Citation Record · LEDGER

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review

As of 15 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 3 inbound Pith citation observations for arXiv:2506.07642.

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

pith.paper-citation-record.v1
2506.07642 v3

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:33:21.759333Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:45:12.221234Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T15:47:06.781359Z

Reference resolution

46 of 46 outbound references displayed

  • verified exact0
  • verified fuzzy23
  • unresolved22
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f5376134-aeff-435f-9c94-c327981975e5 · outbound

This paper cites Experiments are not convincing.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Experiments are not convincing

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:29.790581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.297038Z digest=sha256:be318a6eea523edd02a7384114474ec9bb153729efcf4af22376e268fb89d9f2

Observation b82e93de-1e93-4794-aabf-fc6ad29beccf · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:29.492359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.302000Z digest=sha256:49094c8220b1d4e3e029611795a5e5bb00d5757d62cba9317fe68312c67e97d0

Observation 5990c254-2e27-422a-a56c-c54b477ebed6 · outbound

This paper cites Multilingual Large Language Models and Curse of Multilinguality.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Multilingual Large Language Models and Curse of Multilinguality

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T05:33:21.263525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:33:21.263525Z digest=sha256:ce3fb07e70e09dde5a516c82414e076d4ca36ca11b0a9f607c73362bba52aa50

Observation a3773d34-9335-4168-841a-d67ac6915488 · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:29.090406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.311449Z digest=sha256:98963e18b4568aa87cf5c0825cae25527a35c84cdb820b6e0b5fb7b7d2fc4b30

Observation ea85a316-54df-4f39-b195-7b343b8cc2d8 · outbound

This paper cites InProceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Vol- ume 1: Long Papers), pages 1658–1677, Bangkok, Thailand.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review InProceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Vol- ume 1: Long Papers), pages 1658–1677, Bangkok, Thailand

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:29.965804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.274036Z digest=sha256:5c12d6a25daa21453ff6b29aa24322d7c98215f9b082d2bfd1d06b7d1ad2b10e

Observation 2e8bbfcf-d505-425c-bf94-d635dd0dbdcc · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:27.509210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.354438Z digest=sha256:97950deeaf367f7d2014a0e4398e8f299b8908fb8abf77f4af4113046cd35943

Observation b449d729-e322-4b34-aea0-8686591bbf60 · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:27.301920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.359446Z digest=sha256:6beec3e3c31cc36dbcb9bae16f896ce0f1bc3a43bf859fb2a7c93c065d65ffcc

Observation 65a3055c-56ba-4f85-b32c-e23f94df5936 · outbound

This paper cites Large Language Models for Scientific Synthesis, Inference and Explanation.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Large Language Models for Scientific Synthesis, Inference and Explanation

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T05:33:21.291078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:33:21.291078Z digest=sha256:507f0172cd67e37011c48a4a22a7de15a27e7ec2305037aec6010807c26c0e3e

Observation 4f77f51d-a10d-4804-803d-06f7767fa7e7 · outbound

This paper cites • Technical Depth: Evaluates if the review demon- strates a strong understanding of the paper’s tech- nical content and the relevant research area.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review • Technical Depth: Evaluates if the review demon- strates a strong understanding of the paper’s tech- nical content and the relevant research area

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:28.914253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.321259Z digest=sha256:10f45b7f70ad7d28186128d14c9958f7d42220734b6b5a9ec15c567454929e9d

Observation a73ce5f3-6d5a-4ee6-8642-4b792d0bd243 · outbound

This paper cites Do not reframe comments as reported speech or add attributions.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Do not reframe comments as reported speech or add attributions

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:29.262029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.306723Z digest=sha256:f5ae913fe2e12160b9f1c9c7b5614cdde0707ac4d7b6b3815641acc0f932324c

Observation 3665921d-d2e7-4fd1-83c0-ef9e9c2e938c · outbound

This paper cites First consolidated comment.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review First consolidated comment

Reference 13

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T05:33:21.985713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.316589Z digest=sha256:8698f5c6f4beef7abbab34da3d741e4dc806320d8575b62be5c6e1f4fbaab8bc

Observation 64ab282c-87ed-42a8-a152-f23ba866cec2 · outbound

This paper cites none”, “weak.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review none”, “weak

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:28.707108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.325663Z digest=sha256:8aca6a299b9266aaf1bce22e191c4dd844892d2ac66d510b5c6af780768a1d5d

Observation 767e12f7-45ba-4599-a6bf-66d322f86bd6 · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:28.518778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.330472Z digest=sha256:379bc07d9e8597887be04ccef3c36417ace16b093c461aa3944899c9cf9babf3

Observation 81461d75-b2ac-4e10-bcb8-c358c637548c · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:28.297246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.335162Z digest=sha256:e17ab56cbe294768635322ae6a2e7fd8548e28645a9679d02b6d0fba6208902e

Observation b1929e54-2d23-4235-a03b-8c2bef5efd1a · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:28.121792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.339795Z digest=sha256:b33ff271151442c50aa439075a350743d441fac3deadace2f0596bc4604d6965

Observation 93740edd-6039-4e35-98e6-b07c4247c1d5 · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:27.931442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.344419Z digest=sha256:4319c20cad03cf508e59ec8238113e13f62b01a8dfdb30cf67c702dde23ba3a8

Observation caa9acbc-c159-41b8-b182-dfc95a041041 · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:27.725832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.349519Z digest=sha256:3c1938a6bb9e1b1de8033dfd38878de1b081d3dca0a605ca70869be738276120

Observation 3791b1d3-0ff1-48bc-b01c-4cb688bc191a · outbound

This paper cites C om pr eh en siv en es s.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review C om pr eh en siv en es s

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:27.082330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.364239Z digest=sha256:8708db21f12a94691f79f4ba4b1732db90dde288f61aef3372276410e65f1791

Observation 5567f3c2-b01a-4e99-a17a-e79b7f78f396 · outbound

This paper cites The impact of the α parameter in the distance calculation is not discussed.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review The impact of the α parameter in the distance calculation is not discussed

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:26.900556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.370096Z digest=sha256:b4592ea3eb152c2b93efa2a9b51f75eed49a35825f7b9660c7e2cfd6071703fd

Observation 3513126f-33ff-4db5-a032-ef444d7edf28 · outbound

This paper cites superior performance by outstripping the TablLMO in a 4-shot task with a maximum 0.11 AUC and a STUNT in a 1-shot setting, where it led on average by3.17%accuracy.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review superior performance by outstripping the TablLMO in a 4-shot task with a maximum 0.11 AUC and a STUNT in a 1-shot setting, where it led on average by3.17%accuracy

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:26.708516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.374540Z digest=sha256:8746d365a44785f9c703bb3e4a212c2fe9ca3bb89eaffb03e514c5c23ea0ce67

Observation 262a3c8a-24f3-48a9-bacb-ff119c605efb · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:26.459820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.380000Z digest=sha256:d11f749a4d918377fb43d9052267d2061c6a767c256b670ae0726d041ddc9abd

Observation de412337-e682-4df8-995e-e4040fdf1c6c · outbound

This paper cites If the text is ambiguous or incomplete, acknowledge the limitation and refrain from filling gaps with assumptions.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review If the text is ambiguous or incomplete, acknowledge the limitation and refrain from filling gaps with assumptions

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:26.205020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.384801Z digest=sha256:9e4280324cb7a73eefc06758dc0331da52fad85d9aff5ca53c5402ca187ab426

Observation b380a463-144a-4f75-a8e9-e106085f1234 · outbound

This paper cites Avoid casual phrasing, exaggeration, or emotional language.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Avoid casual phrasing, exaggeration, or emotional language

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:25.979700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.390564Z digest=sha256:94d79dfc74f6d06bf1c29df6a78d06c8760e054b348cc17754b7ee965c4f03db

Observation fc37da85-dfac-4d77-aada-9ad24204e980 · outbound

This paper cites Sufficient Evidence.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Sufficient Evidence

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:25.780880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.396270Z digest=sha256:234eded588548a71e52b0a7c2f06f7703999e0f66d8c6c38ac97f318bec6b281

Observation f6a4744a-6f90-4b79-a452-f8131648e3e8 · outbound

This paper cites Focus on evaluating the paper’s claims, methodology, and conclusions critically.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Focus on evaluating the paper’s claims, methodology, and conclusions critically

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:25.588022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.402670Z digest=sha256:176034654aaca9dc4fcb274ac9b907183e0768086bde4cb21ae2153ce148c45c

Observation ca155353-46a0-4fd6-a6a4-65de48bde89e · outbound

This paper cites Never reference external knowledge or invent claims.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Never reference external knowledge or invent claims

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:25.335498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.410586Z digest=sha256:00c1881d5b0510b4ce2838b69a91cae2727fe07fdc43083b6b10536f17ec97c4

Observation cec0b63f-ef2e-41ec-8369-49219a9f0517 · outbound

This paper cites Synthesize insights that go beyond surface-level observations, critically evaluating the strength of evidence and exploring the broader implications of the findings.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Synthesize insights that go beyond surface-level observations, critically evaluating the strength of evidence and exploring the broader implications of the findings

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:25.110553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.417463Z digest=sha256:e755724cea805d24b403bf6ab2635d4cda05b5c6304872ee59e0ea34a23c7f68

Observation e94ebd07-0bd6-4f91-b05e-7ba4043b913c · outbound

This paper cites Highlight any significant findings or unresolved issues.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Highlight any significant findings or unresolved issues

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:24.879210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.424717Z digest=sha256:b9a20f59b290ad6d98a3fc4aa115ddb3df50ef033c7f93348a5f855357f35782

Observation 183a74af-df1d-4fc5-8a8d-1244f456a301 · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:24.760050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.431967Z digest=sha256:5f0177da23dcfdc04f13952595109dca4129728aedaeb32e436795a1be13d93b

Observation 2c6db301-02cf-4c0c-b1d9-9ab583e2f170 · outbound

This paper cites chain_of_thought.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review chain_of_thought

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:24.591713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.439203Z digest=sha256:3e8d8f58d9f475c4ed5f156bf059e361a1361cbf9545762f9795123c34de1ad9

Observation dd09ec5d-f784-4664-9012-c57f9d3429f5 · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:24.417773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.448521Z digest=sha256:0d52ccdf686fd08deb7c80f72f13d08baaffd92c963c5b8e30beecd817cad1d0

Observation 32b4f41f-f2ce-4287-8fb8-9507eb1c1052 · outbound

This paper cites Determine what additional information is required to address the main question adequately.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Determine what additional information is required to address the main question adequately

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:24.206503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.570601Z digest=sha256:00eafa3789f7b4629a0ba85dd63d1bc73f1d960e76cc645aada28ed8dee5a894

Observation 07ef9537-a946-4476-95c2-becac741178b · outbound

This paper cites chain_of_thought.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review chain_of_thought

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:24.018591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.578939Z digest=sha256:0d8e9dea0d3e8620bbad880f6d2f8ad8f6ecc32cbd5854947ea34549f9720d7e

Observation 69625fc1-dcf2-409d-9ee0-f32cfaa10d81 · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:23.862525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 1552a594-3135-45ab-9aa3-46b847581321 · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:23.584301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 2ae16d34-5994-425a-a7bc-5c49f2585192 · outbound

This paper cites REQUIREMENTS.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review REQUIREMENTS

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:23.327608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.626916Z digest=sha256:b2b146733d42091470900c4540a3eeba3bfe0f8cb593704f11b47fc50a39634d

Observation 6ec173a7-3f3a-4f50-a48e-2b8f4d35e3d2 · outbound

This paper cites Instead, use the insights from them to inform your review process.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Instead, use the insights from them to inform your review process

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:23.090366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.660063Z digest=sha256:e76308fd9127ca03e795ef8fb4e671b9a177a23d73a6d102158c1ee01212102f

Observation 6592aa74-513b-4d15-a390-824871ba5217 · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:22.891182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.692377Z digest=sha256:7862cd57381a6c98312e29e0504c06723c6019a94f7340dd9a6d6c8b844353a7

Observation b465c2bf-51a2-4f1c-914b-4f0ca2308c58 · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:22.674193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation cf7c4b20-9a16-4ddc-9675-979804efab20 · outbound

This paper cites an unresolved cited work.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:33:22.448261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.725370Z digest=sha256:ecb6e51112f2b7122200fc7ac7bfe32d4b780bc99910127a9763e09a1e1ee87c

Observation 70219de8-8178-4e5e-bc7d-c06404e38f77 · outbound

This paper cites feedback comment1.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review feedback comment1

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:22.267788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation d4e5267b-e827-4959-9e33-28a80b98444a · outbound

This paper cites Surv., 52(6).

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Surv., 52(6)

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:30.344917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.251130Z digest=sha256:9d5363ca4f860203a3c40213e3ac8215156c393f28dee823efc71cd9ed11191b

Observation c0a00087-55e9-4bb0-be2e-820731ba2abc · outbound

This paper cites Decomposed Prompting: A Modular Approach for Solving Complex Tasks.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Decomposed Prompting: A Modular Approach for Solving Complex Tasks

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-07T05:33:21.279617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:33:21.279617Z digest=sha256:e9dfdfeb1fc1cb5059d00c8c5399823b26e4326f9dada48f266ce8fc04976d09

Observation 0a6a03d1-36c6-4dea-801d-cba88d883939 · outbound

This paper cites InFindings of the Association for Computational Linguistics: EMNLP 2023.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review InFindings of the Association for Computational Linguistics: EMNLP 2023

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:33:30.132204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T05:33:21.268929Z digest=sha256:2d0f166ee40d46aca9f50971f6e8c9b3d9c78b70d40ade95fa6791ba17cc0cac

Observation 4654712b-d398-4c49-b9ad-c609ecf78665 · outbound

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

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Reviewer2: Optimizing Review Generation Through Prompt Generation

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T05:33:21.258068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:33:21.258068Z digest=sha256:998310baff01f4686bf19dbb1e945cc630576bbd189ab00a287e1504ed70c364

Observation 93b52ef7-c7ba-49e6-9e66-bd4ccee1a962 · outbound

This paper cites LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models.

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T05:33:21.285342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:33:21.285342Z digest=sha256:d13f63e63ce26a23b5c51032eb16fcde081a0ac862561a9b39c4b1d168cc3825

Pith citing papers

Observation da265e43-84a8-428a-beb0-6a34c072931a · inbound

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

AI4Research: A Survey of Artificial Intelligence for Scientific Research TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-06T20:45:12.221234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:45:12.221234Z digest=sha256:854fb0f942a72f47df7ac979da850dbf38c3dea9c610c32fcc4dc6f5018993c5

Observation 372a98ef-307e-4f5b-aee5-be7718a98a8e · inbound

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models cites this paper.

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-16T12:40:54.743424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-16T12:39:57.398423Z digest=sha256:0187fbc5e9074bc5ebc30730e5cdbe7ede14e42b7481ed9502cab72df1a3a300

Observation 46ea960c-f721-4fc0-81ae-1fc5ef03e657 · inbound

LinkNav: Surfacing Interconnected Information in Scientific Articles cites this paper.

LinkNav: Surfacing Interconnected Information in Scientific Articles TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T15:47:06.782641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-27T23:21:13.803509Z digest=sha256:eaaa770d619a2de8b041e3fc29a8655cc4f87b34b0af4464b89fbb096cccf493