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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 7 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.297038Z digest=sha256:30dcb1805a6efc834ca50b9550dd815436d17fc1d66b31e71baf64789266a12c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.302000Z digest=sha256:1ea3c4b2e83e71051721ada8a05d471e04412c1ed2c50178d1fed69a981e4665

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=sha256:5462060cfad2761d528df1d018cfaa706c2bfb00e297f00dd2e08c7cb0347efc

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.311449Z digest=sha256:7d07de21f7b2a24c876170fe037601abf9b02fc9a9c9413f73a4f3528ba15f15

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.274036Z digest=sha256:1064f39e4efdaa81617d8f652ebe174308396588ba45169d66421aa490e009c3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.354438Z digest=sha256:b47c61af51755605a304ea9b2652c8d24150b66057340d9f8b6e0660a63f39e1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.359446Z digest=sha256:f740226ebbf5b5a9161c70e835548b26042c4f037675292576deb9d45a3d5c91

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=sha256:062c1c0c23f4632c7d9e7c6a57e52eaeaab9ad1fc4f895bd9b9269bc966fe001

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.321259Z digest=sha256:fb1b03f9fa2468509acd1d0e7f792b679e6d96d6c81a4b7f32d7ae78de9a1138

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.306723Z digest=sha256:c2935c18e1e455875f546a09fc6da46c3dc996eb9f217f95aff396e45f440cb9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.316589Z digest=sha256:2f2181545cd1f0cec3fce35ad2de54a5c3644854b1ee3719a3b420b10af7e5ee

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.325663Z digest=sha256:bd8bff85e5bcd94563f25c1898cd844f191e26e3843aa9a14b342e994942e5b3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.330472Z digest=sha256:65ce787e81f6662e3c2bdf22f760f4dd899e4eeede7e3117fd8913df9466bba8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.335162Z digest=sha256:96f800999cc4b7339e6b211938b1dc4b76789045b116593c3bdbefa4a332a0f5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.339795Z digest=sha256:9ad8e7ebbfcf8e686ac6c48072349d0133bfab3942e49d40178a970d6615fa02

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.344419Z digest=sha256:34c09f6f78576b35658676bdc648bd154cbd5a88009515530fe59f519c5ed38d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.349519Z digest=sha256:09e88970c6d372c455bc30bdf40e1dfb7b48f9e983df70aaadd53f53ea375d0e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.364239Z digest=sha256:c44e80fa0edc8a0807544a96b33b2bb557ef5de51dc9b4e623c4fbe74428280b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.370096Z digest=sha256:d5105e37fd13dd51b7afe59d88068b518594c702a960b88ea0523b5170dcb7bb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.374540Z digest=sha256:511b28b3d3c6e934ca8b0257a1f3652dc86d85fde224e34596023a2ea57c2eec

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.380000Z digest=sha256:54d43f59198e725c045db66605d6a911e599366de4369d5ff1a7ea9c08ccf5e8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.384801Z digest=sha256:f1fe9aef5a7c357477b348dd3d10f1cb922a745f1f9a040123218796f3ab863f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.390564Z digest=sha256:16fec44b8f8b378ccd9e6d96ed06d8c34bd7fded59f342c0409ae872054d8f4b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.396270Z digest=sha256:0846147c694f3342a1ae9c02a3907ba77e24f00cce9d7c2ecb959a8143b6e423

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.402670Z digest=sha256:519b7003ccb5a00346d4afa868c1104fe3ab9e8eacab335a3cf542c0f9520e93

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.410586Z digest=sha256:70532b80dfd33dcbf18ff11a35271e94a51f14ec32d13f43c2ba20c48f99fccb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.417463Z digest=sha256:99beb762f14fb2052dcd21d11fe22819b3e27365586706c20db57144df340396

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.424717Z digest=sha256:30c0fdb3520281d05de89ee6ad1e87b8b95a2aca3c5bb6a497d0b0fe7405c96d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.431967Z digest=sha256:e0f3a92bd136b0761f0b17090b1d6871ad83faec2c5143a3074220fc01846567

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.439203Z digest=sha256:1886fa094f2ad4f09210cb855a843cb08ba36e93995bdcd2339bdae7ea561dcb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.448521Z digest=sha256:5ece624d15d991f8619a2e0a7a4a78409c277e96db4b6e056235c623cc7a6a86

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.570601Z digest=sha256:bfd4071a2367fda98e8dfb6ec460242bb91f94b2027fa382e18f6f731307c65d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.578939Z digest=sha256:69af179ab8ae439532212b3e3f14754fb774d7d0a1b1a50ad12516e4eda3c793

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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.626916Z digest=sha256:fa7cccb3d9c0d27ab373a3bc93cff84d1bd7a395b828d9c750b6dc7754d6a9fd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.660063Z digest=sha256:72edd9a48f6bfeb9bef1643d356760e9bc9c50dacaac2026380dbeece421266f

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 2026-08-07T06:34:17.273281+00:00.

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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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.759333Z digest=sha256:0657f158fc58511f4958a36acd205a5dd67003424ba6f1f68f9ba1e54d1be3fc

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.251130Z digest=sha256:fcaf0f0b8e7847eb418263bda7bf38c66aa54d70c90964eb5953594d67463022

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:e5e792c09c4ca8a2857fe2ffb38bddc78e8b9a6b769db49af31005e13c34e3c7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:33:21.268929Z digest=sha256:157cdb91450b863c43b40527f54b9a1f21b79746fba9c0bd60832eea85bee98b

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:f4f62a9f4e00f579c4dc7fbf96050f7a20ad8f48c248af7900990747df74f202

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:e691a8abcc2491cb7ec22281927f4904fe075a564dd0e8e047625c49260fb2fe

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:bbdd18a8a9680763d6e7e8c2773916322640e7754c3327a63b58bec6da675fa8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-16T12:39:57.398423Z digest=sha256:7dee97548584a853ebae61266545796961373a7f55f05cea42b194e922345b6f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T23:21:13.803509Z digest=sha256:28319ac1c3167c2c0180b22bb50a27b86d152254ca5fdb963c97008b2b2199fd