Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:33:21.759333Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:33:21.759333Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:45:12.221234Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T15:47:06.781359Z
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f5376134-aeff-435f-9c94-c327981975e5 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Experiments are not convincing
Reference 1
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.
Observation b82e93de-1e93-4794-aabf-fc6ad29beccf · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 2
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.
Observation 5990c254-2e27-422a-a56c-c54b477ebed6 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3773d34-9335-4168-841a-d67ac6915488 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 4
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.
Observation ea85a316-54df-4f39-b195-7b343b8cc2d8 · outbound
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
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.
Observation 2e8bbfcf-d505-425c-bf94-d635dd0dbdcc · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 6
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.
Observation b449d729-e322-4b34-aea0-8686591bbf60 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 7
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.
Observation 65a3055c-56ba-4f85-b32c-e23f94df5936 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f77f51d-a10d-4804-803d-06f7767fa7e7 · outbound
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
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.
Observation a73ce5f3-6d5a-4ee6-8642-4b792d0bd243 · outbound
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
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.
Observation 3665921d-d2e7-4fd1-83c0-ef9e9c2e938c · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review First consolidated comment
Reference 13
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.
Observation 64ab282c-87ed-42a8-a152-f23ba866cec2 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review none”, “weak
Reference 15
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.
Observation 767e12f7-45ba-4599-a6bf-66d322f86bd6 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 16
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.
Observation 81461d75-b2ac-4e10-bcb8-c358c637548c · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 17
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.
Observation b1929e54-2d23-4235-a03b-8c2bef5efd1a · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 18
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.
Observation 93740edd-6039-4e35-98e6-b07c4247c1d5 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 19
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.
Observation caa9acbc-c159-41b8-b182-dfc95a041041 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 20
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.
Observation 3791b1d3-0ff1-48bc-b01c-4cb688bc191a · outbound
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
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.
Observation 5567f3c2-b01a-4e99-a17a-e79b7f78f396 · outbound
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
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.
Observation 3513126f-33ff-4db5-a032-ef444d7edf28 · outbound
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
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.
Observation 262a3c8a-24f3-48a9-bacb-ff119c605efb · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 26
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.
Observation de412337-e682-4df8-995e-e4040fdf1c6c · outbound
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
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.
Observation b380a463-144a-4f75-a8e9-e106085f1234 · outbound
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
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.
Observation fc37da85-dfac-4d77-aada-9ad24204e980 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Sufficient Evidence
Reference 29
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.
Observation f6a4744a-6f90-4b79-a452-f8131648e3e8 · outbound
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
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.
Observation ca155353-46a0-4fd6-a6a4-65de48bde89e · outbound
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
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.
Observation cec0b63f-ef2e-41ec-8369-49219a9f0517 · outbound
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
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.
Observation e94ebd07-0bd6-4f91-b05e-7ba4043b913c · outbound
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
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.
Observation 183a74af-df1d-4fc5-8a8d-1244f456a301 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 34
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.
Observation 2c6db301-02cf-4c0c-b1d9-9ab583e2f170 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review chain_of_thought
Reference 35
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.
Observation dd09ec5d-f784-4664-9012-c57f9d3429f5 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 36
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.
Observation 32b4f41f-f2ce-4287-8fb8-9507eb1c1052 · outbound
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
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.
Observation 07ef9537-a946-4476-95c2-becac741178b · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review chain_of_thought
Reference 38
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.
Observation 69625fc1-dcf2-409d-9ee0-f32cfaa10d81 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 39
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.
Observation 1552a594-3135-45ab-9aa3-46b847581321 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 40
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.
Observation 2ae16d34-5994-425a-a7bc-5c49f2585192 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review REQUIREMENTS
Reference 41
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.
Observation 6ec173a7-3f3a-4f50-a48e-2b8f4d35e3d2 · outbound
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
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.
Observation 6592aa74-513b-4d15-a390-824871ba5217 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 43
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.
Observation b465c2bf-51a2-4f1c-914b-4f0ca2308c58 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 44
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.
Observation cf7c4b20-9a16-4ddc-9675-979804efab20 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Unresolved cited work
Reference 45
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.
Observation 70219de8-8178-4e5e-bc7d-c06404e38f77 · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review feedback comment1
Reference 46
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.
Observation d4e5267b-e827-4959-9e33-28a80b98444a · outbound
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review Surv., 52(6)
Reference 2019
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.
Observation c0a00087-55e9-4bb0-be2e-820731ba2abc · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a6a03d1-36c6-4dea-801d-cba88d883939 · outbound
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
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.
Observation 4654712b-d398-4c49-b9ad-c609ecf78665 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93b52ef7-c7ba-49e6-9e66-bd4ccee1a962 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da265e43-84a8-428a-beb0-6a34c072931a · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 372a98ef-307e-4f5b-aee5-be7718a98a8e · inbound
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
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.
Observation 46ea960c-f721-4fc0-81ae-1fc5ef03e657 · inbound
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
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.