Paper Citation Record · LEDGER

Large language models for automated scholarly paper review: A survey

As of 22 August 2026, this Paper Citation Record lists 100 of 107 outbound references and 7 inbound Pith citation observations for arXiv:2501.10326.

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

pith.paper-citation-record.v1
2501.10326 v2

Coverage vector

measured 100 of 107 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:16:13.061540Z

measured 107 of 107 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:54:53.097859Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T17:30:00.381563Z

Reference resolution

100 of 107 outbound references displayed

verified exact15
verified fuzzy13
unresolved70
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5ce8359f-e0e5-48ab-bd40-4e7666ddb233 · outbound

This paper cites title Peer Review at Science Journals.

Large language models for automated scholarly paper review: A survey title Peer Review at Science Journals

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.501826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b5a5e04-8490-4006-9a73-70770a256b84 · outbound

This paper cites title FAQ: Can I use AI writing assistants to write my review? https://2023.aclweb.org/blog/review-acl23/#faq-can-i-use-ai-writing-assistants-to-write-my-review.

Large language models for automated scholarly paper review: A survey title FAQ: Can I use AI writing assistants to write my review? https://2023.aclweb.org/blog/review-acl23/#faq-can-i-use-ai-writing-assistants-to-write-my-review

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.507893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ba2290b-a7dd-441c-93fb-087b62b71c3a · outbound

This paper cites title ACM Peer Review Policy.

Large language models for automated scholarly paper review: A survey title ACM Peer Review Policy

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.513204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92120dd5-7fd7-4ab9-909f-e27887c2dc60 · outbound

This paper cites title ACM Peer Review Policy Frequently Asked Questions ,.

Large language models for automated scholarly paper review: A survey title ACM Peer Review Policy Frequently Asked Questions ,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.519183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56d4d1d2-3844-4752-b0c3-18909448ae9c · outbound

This paper cites ( year 2023 ).

Large language models for automated scholarly paper review: A survey ( year 2023 )

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.524416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31dbb7e2-5879-46f7-9919-66aeae5d0401 · outbound

This paper cites title Ethics for Editors and Reviewers.

Large language models for automated scholarly paper review: A survey title Ethics for Editors and Reviewers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.530038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3008473b-8469-42d8-b000-8f00b37a67c5 · outbound

This paper cites , author Elsayed, M.

Large language models for automated scholarly paper review: A survey , author Elsayed, M

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.536039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98eca65c-be46-473f-aeba-057a50aa521f · outbound

This paper cites ( year 2024 ).

Large language models for automated scholarly paper review: A survey ( year 2024 )

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.541046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac8d27ce-9f35-4068-9990-bde86104cfb2 · outbound

This paper cites an unresolved cited work.

Large language models for automated scholarly paper review: A survey Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.546511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f87c2ed-164d-4ec2-8686-17904b6555b7 · outbound

This paper cites , author Dobaria, D.

Large language models for automated scholarly paper review: A survey , author Dobaria, D

Reference 10

Resolution: verified exact; doi, observed 2026-08-10T19:16:13.621435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fd6d9713-f64b-4f47-905a-162b069f1421 · outbound

This paper cites an unresolved cited work.

Large language models for automated scholarly paper review: A survey Unresolved cited work

Reference 11

Resolution: verified exact; doi, observed 2026-08-10T19:16:13.603529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9c494b58-13f1-464c-9190-03a94830a085 · outbound

This paper cites Generative Adversarial Reviews: When LLMs Become the Critic.

Large language models for automated scholarly paper review: A survey Generative Adversarial Reviews: When LLMs Become the Critic

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.564222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 930cb67e-c0e3-4f59-8d00-9fea382edef4 · outbound

This paper cites , author Mann, B.

Large language models for automated scholarly paper review: A survey , author Mann, B

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.571693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 163f964f-7b3c-46f1-92ce-2d2a2f993916 · outbound

This paper cites , author Schlichtkrull, M.

Large language models for automated scholarly paper review: A survey , author Schlichtkrull, M

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.580810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0f176bb-af3b-4134-9315-31de41c8cf2f · outbound

This paper cites an unresolved cited work.

Large language models for automated scholarly paper review: A survey Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.588673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5afbc2da-19d9-4543-98de-9d4e7fa44c99 · outbound

This paper cites , author Li, Z.

Large language models for automated scholarly paper review: A survey , author Li, Z

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.593949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b2b5d76-db2f-4810-a84d-2a00ec4a0be5 · outbound

This paper cites , author Ai, Q.

Large language models for automated scholarly paper review: A survey , author Ai, Q

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.599996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 259327a1-c21f-4da0-8498-5530dfe7c892 · outbound

This paper cites ( year 2023 ).

Large language models for automated scholarly paper review: A survey ( year 2023 )

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.605017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fafdb7ac-dacf-4970-86ae-7058938851cc · outbound

This paper cites , author Hayes, M.

Large language models for automated scholarly paper review: A survey , author Hayes, M

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.610057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f68cd1d-fe9c-443c-a4b3-b3c9d87c43e6 · outbound

This paper cites ( year 2023 ).

Large language models for automated scholarly paper review: A survey ( year 2023 )

Reference 20

Resolution: verified exact; doi, observed 2026-08-10T19:16:13.571100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d995009f-efce-45f7-8b1c-84863ff1946e · outbound

This paper cites an unresolved cited work.

Large language models for automated scholarly paper review: A survey Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.620819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68e0db4b-046e-49f3-971e-eb516ed516a7 · outbound

This paper cites MARG: Multi-Agent Review Generation for Scientific Papers.

Large language models for automated scholarly paper review: A survey MARG: Multi-Agent Review Generation for Scientific Papers

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.625797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10bcfdb2-7d02-4116-94cd-cd6385a9fb8c · outbound

This paper cites , & author Te'eni, D.

Large language models for automated scholarly paper review: A survey , & author Te'eni, D

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.631281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f56fefa0-3f0b-4656-bde9-07f0fee61682 · outbound

This paper cites , author Wang, Y.

Large language models for automated scholarly paper review: A survey , author Wang, Y

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.636609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bb5cc34-0d34-4a48-ab61-6fda79b0e45c · outbound

This paper cites The Llama 3 Herd of Models.

Large language models for automated scholarly paper review: A survey The Llama 3 Herd of Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.642385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80f924c5-1ee2-4ea1-a4ee-b63a982e951a · outbound

This paper cites , author Kuznetsov, I.

Large language models for automated scholarly paper review: A survey , author Kuznetsov, I

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.648106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1824e5c8-bca6-4fb2-8a34-6315dd649f64 · outbound

This paper cites Streamlining the review process: AI-generated annotations in research manuscripts.

Large language models for automated scholarly paper review: A survey Streamlining the review process: AI-generated annotations in research manuscripts

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.653726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e05e776-8ace-4959-893a-ed8b1fc934dc · outbound

This paper cites , author Ross, A.

Large language models for automated scholarly paper review: A survey , author Ross, A

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.660064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9818e1c9-79fb-4bfe-a7b2-dacbbda2eda7 · outbound

This paper cites title The use of generative AI and AI-assisted technologies in the journal peer review process.

Large language models for automated scholarly paper review: A survey title The use of generative AI and AI-assisted technologies in the journal peer review process

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.665113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ee7fbeb-d771-4094-9878-2bbdbb27716f · outbound

This paper cites title How to...Review a journal, case study or book proposal ,.

Large language models for automated scholarly paper review: A survey title How to...Review a journal, case study or book proposal ,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.670267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 825907fb-4f14-4476-9eea-5627fd925202 · outbound

This paper cites an unresolved cited work.

Large language models for automated scholarly paper review: A survey Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-08-10T19:16:13.532089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 314f1dab-3f11-4a3c-9b66-485dab8d7367 · outbound

This paper cites , author Kendall-Taylor, J.

Large language models for automated scholarly paper review: A survey , author Kendall-Taylor, J

Reference 32

Resolution: verified exact; raw_fallback, observed 2026-08-10T19:16:14.991122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ea7f3c84-cb36-44a7-a147-17ae3de48160 · outbound

This paper cites ( year 2024 ).

Large language models for automated scholarly paper review: A survey ( year 2024 )

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.685615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f035ef05-a8f7-4027-9eff-d116c642cd59 · outbound

This paper cites title Artificial Intelligence to help meet global demand for high-quality, objective peer-review in publishing.

Large language models for automated scholarly paper review: A survey title Artificial Intelligence to help meet global demand for high-quality, objective peer-review in publishing

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.690588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb620848-9d66-4841-9b8a-f6d7d3376336 · outbound

This paper cites title Editorial policies and publication ethics.

Large language models for automated scholarly paper review: A survey title Editorial policies and publication ethics

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.696627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c65a737e-1085-46e7-8b29-21d10fc2c334 · outbound

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

Large language models for automated scholarly paper review: A survey Reviewer2: Optimizing Review Generation Through Prompt Generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.702461Z

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Unavailable: canonical work link unavailable.

Observation fb3290e7-5755-4fd5-9644-4f4eb3511ebd · outbound

This paper cites , author Gudibande, A.

Large language models for automated scholarly paper review: A survey , author Gudibande, A

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.708010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3591ed19-ffbd-4d5e-8c1f-6c0e022dd52c · outbound

This paper cites ( year 2024 ).

Large language models for automated scholarly paper review: A survey ( year 2024 )

Reference 38

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Unavailable: canonical work link unavailable.

Observation 0ce3fb96-67df-46bb-bc2c-3128d7763f66 · outbound

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Large language models for automated scholarly paper review: A survey , author Gupta, M

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.720001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 067c50b0-abd4-4ea5-b474-fdd17e8783f7 · outbound

This paper cites , author Shang, G.

Large language models for automated scholarly paper review: A survey , author Shang, G

Reference 40

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Source-reported events for the cited work

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Observation 09604072-e124-4e51-9205-3e7150773a6a · outbound

This paper cites Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey.

Large language models for automated scholarly paper review: A survey Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Reference 41

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Observation 844422bf-4409-44e8-967f-e653f9e92639 · outbound

This paper cites , & author Horbach, S.

Large language models for automated scholarly paper review: A survey , & author Horbach, S

Reference 42

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Large language models for automated scholarly paper review: A survey , author Yu, W

Reference 43

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e89ed45-4a26-4511-bf8a-157ad37d058f · outbound

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Large language models for automated scholarly paper review: A survey OpenReviewer: A Specialized Large Language Model for Generating Critical Scientific Paper Reviews

Reference 44

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Observation 176b95e1-a2ad-4f29-bd77-bcb93f9ba7ca · outbound

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Large language models for automated scholarly paper review: A survey title Become an IEEE reviewer

Reference 45

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Observation c31d6d69-1abf-424b-9fa9-cdd83b7454a2 · outbound

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Large language models for automated scholarly paper review: A survey Mistral 7B

Reference 46

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Large language models for automated scholarly paper review: A survey , author Ghosal, T

Reference 47

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Unavailable: canonical work link unavailable.

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Large language models for automated scholarly paper review: A survey What Can Natural Language Processing Do for Peer Review?

Reference 48

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Large language models for automated scholarly paper review: A survey , author Kilcher, Y

Reference 49

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Unavailable: canonical work link unavailable.

Observation a90b80aa-1148-4abb-8000-73ac569598e6 · outbound

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Large language models for automated scholarly paper review: A survey ( year 2017 )

Reference 50

Resolution: verified exact; doi, observed 2026-08-10T19:16:13.468388Z

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Observation 4d79a3c7-efbf-4cb0-80fc-5957b91ed5d3 · outbound

This paper cites The AI Review Lottery: Widespread AI-Assisted Peer Reviews Boost Paper Scores and Acceptance Rates.

Large language models for automated scholarly paper review: A survey The AI Review Lottery: Widespread AI-Assisted Peer Reviews Boost Paper Scores and Acceptance Rates

Reference 51

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Observation 38060438-2260-488b-af7c-5fd13397a8f7 · outbound

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Large language models for automated scholarly paper review: A survey Unresolved cited work

Reference 52

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Large language models for automated scholarly paper review: A survey , author Hovy, E

Reference 53

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Large language models for automated scholarly paper review: A survey , author Sun, J

Reference 54

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Large language models for automated scholarly paper review: A survey SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding

Reference 55

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Large language models for automated scholarly paper review: A survey , author Izzo, Z

Reference 56

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Large language models for automated scholarly paper review: A survey Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications

Reference 57

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Large language models for automated scholarly paper review: A survey , author Song, J

Reference 58

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Observation 7e93dd39-09e1-428d-a8e3-e3e279d64ca5 · outbound

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Large language models for automated scholarly paper review: A survey , author Song, J

Reference 59

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Large language models for automated scholarly paper review: A survey , author Wang, Y

Reference 60

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Large language models for automated scholarly paper review: A survey , & author Shah, N

Reference 61

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Observation 649acddf-a04c-420d-8108-370229f5ec82 · outbound

This paper cites , & author Hsiao, S.

Large language models for automated scholarly paper review: A survey , & author Hsiao, S

Reference 62

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Large language models for automated scholarly paper review: A survey , author Hellen, N

Reference 63

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Large language models for automated scholarly paper review: A survey title Guidelines for Reviewers

Reference 64

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Large language models for automated scholarly paper review: A survey , author Mathur, A

Reference 65

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Reference 66

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Large language models for automated scholarly paper review: A survey ( year 2024 )

Reference 67

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Large language models for automated scholarly paper review: A survey , author Blackbourn, H

Reference 68

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Large language models for automated scholarly paper review: A survey title Introducing ChatGPT

Reference 69

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Large language models for automated scholarly paper review: A survey GPT-4 Technical Report

Reference 70

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Large language models for automated scholarly paper review: A survey RWKV: Reinventing RNNs for the Transformer Era

Reference 71

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Reference 72

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Large language models for automated scholarly paper review: A survey ( year 2024 b )

Reference 73

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Observation 646a90c3-8088-4e8c-bf46-35a600952ba2 · outbound

This paper cites , author Lauscher, A.

Large language models for automated scholarly paper review: A survey , author Lauscher, A

Reference 74

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Unavailable: canonical work link unavailable.

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Large language models for automated scholarly paper review: A survey GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study

Reference 75

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Large language models for automated scholarly paper review: A survey , author Mesgar, M

Reference 76

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Observation 586651cb-ff85-4e46-89dc-148e70109bf6 · outbound

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Large language models for automated scholarly paper review: A survey , author Jenko, N

Reference 77

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Unavailable: canonical work link unavailable.

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Large language models for automated scholarly paper review: A survey title Using AI in peer review and publishing

Reference 78

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Observation 7f3c01d7-e0c2-4174-ad53-31c01f9257bc · outbound

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Large language models for automated scholarly paper review: A survey A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

Reference 79

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Large language models for automated scholarly paper review: A survey The emergence of Large Language Models (LLM) as a tool in literature reviews: an LLM automated systematic review

Reference 80

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Large language models for automated scholarly paper review: A survey , author Strinzel, M

Reference 81

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Observation d382d192-713e-4dab-92ab-500c22722d32 · outbound

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Large language models for automated scholarly paper review: A survey , author Habibnia, H

Reference 82

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Unavailable: canonical work link unavailable.

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Large language models for automated scholarly paper review: A survey , author Biller-Andorno, N

Reference 83

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Large language models for automated scholarly paper review: A survey , author Wang, G

Reference 84

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Observation 3769b72e-a7a5-4768-a920-2ea86ce08b72 · outbound

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Large language models for automated scholarly paper review: A survey Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research

Reference 85

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Observation b231a38c-bed5-425b-9152-754182f8ea59 · outbound

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Large language models for automated scholarly paper review: A survey Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Reference 86

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Large language models for automated scholarly paper review: A survey , author Gulrajani, I

Reference 87

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Observation 5a8c9d31-f182-47a3-9b3c-f23d72f69d13 · outbound

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Large language models for automated scholarly paper review: A survey Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 88

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Unavailable: canonical work link unavailable.

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Large language models for automated scholarly paper review: A survey ( year 2024 )

Reference 89

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Unavailable: canonical work link unavailable.

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Large language models for automated scholarly paper review: A survey , & author Cui, A

Reference 90

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Observation bf41adec-16ac-4391-ae93-546328dd7816 · outbound

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Large language models for automated scholarly paper review: A survey LLaMA: Open and Efficient Foundation Language Models

Reference 91

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Large language models for automated scholarly paper review: A survey Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 92

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Unavailable: canonical work link unavailable.

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Large language models for automated scholarly paper review: A survey AI-Driven Review Systems: Evaluating LLMs in Scalable and Bias-Aware Academic Reviews

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:13.017898Z

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Unavailable: canonical work link unavailable.

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Large language models for automated scholarly paper review: A survey Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies

Reference 94

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Unavailable: canonical work link unavailable.

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Large language models for automated scholarly paper review: A survey ( year 2024 )

Reference 95

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Observation 9179455f-a768-40b4-8e0f-b9e92c40e4dd · outbound

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Large language models for automated scholarly paper review: A survey title The role of Artificial Intelligence in Research Exchange

Reference 96

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Observation b233541f-c2bb-4d6d-b787-0414e5b6b047 · outbound

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Large language models for automated scholarly paper review: A survey Baichuan 2: Open Large-scale Language Models

Reference 97

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Large language models for automated scholarly paper review: A survey Qwen2 Technical Report

Reference 98

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Unavailable: canonical work link unavailable.

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Large language models for automated scholarly paper review: A survey A Survey on Multimodal Large Language Models

Reference 99

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Large language models for automated scholarly paper review: A survey , author Ding, Z

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:16:15.174104Z

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REMOR: Automated Peer Review Generation with LLM Reasoning and Multi-Objective Reinforcement Learning cites this paper.

REMOR: Automated Peer Review Generation with LLM Reasoning and Multi-Objective Reinforcement Learning Large language models for automated scholarly paper review: A survey

Reference 54

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Research quality evaluation by AI in the era of Large Language Models: Advantages, disadvantages, and systemic effects cites this paper.

Research quality evaluation by AI in the era of Large Language Models: Advantages, disadvantages, and systemic effects Large language models for automated scholarly paper review: A survey

Reference 2024

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How Far Are AI Scientists from Changing the World? cites this paper.

How Far Are AI Scientists from Changing the World? Large language models for automated scholarly paper review: A survey

Reference 215

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ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution cites this paper.

ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution Large language models for automated scholarly paper review: A survey

Reference 113

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PeerCheck: Enhancing LLM-Generated Academic Reviews Towards Human-Level Quality cites this paper.

PeerCheck: Enhancing LLM-Generated Academic Reviews Towards Human-Level Quality Large language models for automated scholarly paper review: A survey

Reference 76

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Observation 060bf4f5-f953-40ca-8627-b8ae0a9d21ef · inbound

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Sakana Fugu Technical Report Large language models for automated scholarly paper review: A survey

Reference 149

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Observation 3f887fac-01eb-4ce2-a138-52f14772ed70 · inbound

LLM-Based Scientific Peer Review: Methods, Benchmarks, and Reliability Challenges cites this paper.

LLM-Based Scientific Peer Review: Methods, Benchmarks, and Reliability Challenges Large language models for automated scholarly paper review: A survey

Reference 78

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:30:00.383230Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.