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Paper Citation Record

AgentReview: Exploring Peer Review Dynamics with LLM Agents

Citation observations with source coverage and deterministic predicates. A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2406.12708 v3

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T23:38:28.005028Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-11T06:31:22.384518+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T01:07:49.603969Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T06:15:00.866473Z

Counted states

66 of 66 outbound references displayed

  • verified exact27
  • verified fuzzy39
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2f1da73-171f-4638-857c-c5d437c4cf67

AgentReview: Exploring Peer Review Dynamics with LLM Agents Prior and prejudice: The novice reviewers’ bias against resubmissions in conference peer review.HCI, 5(CSCW1):1–17

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.547880Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:c71080238ebd56838506eea1c2370a6f2608f6c9eb8785cbe28db1d0551b0796

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-23T23:38:37.166179Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:941c268f274b577105a6732870b4f1a50dce8b528fa93c7c69222e19c3060f3a

Observation 963f5554-f8bb-4359-9ef7-6794e35665a9

AgentReview: Exploring Peer Review Dynamics with LLM Agents Double-blind peer review affects reviewer ratings and editor decisions at an ecology journal

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.464886Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:9f17af0787a4e1d2444ee7b5ecd84ecc16ded3d3efb410d490ac90f4c973d6a9

Observation 8f3fe75d-69f4-4625-a8f8-ba5a37bb3dee

AgentReview: Exploring Peer Review Dynamics with LLM Agents Does double-blind peer review reduce bias? evidence from a top computer science conference

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.481309Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:034dba81d17e96eca2dd6d73abb218f469e92ce43c74b63fbaf8fd33b5533e22

Observation 31034558-6388-42fe-a0f8-090b3c30bda6

AgentReview: Exploring Peer Review Dynamics with LLM Agents cheap signals

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.497993Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:76a73dda2e816c1f55bcd98fb33298792e3c74445f12a3228a816b495947b1cb

Observation ca2c9d8f-210c-4462-9adc-197cd38dd8a9

AgentReview: Exploring Peer Review Dynamics with LLM Agents A one-size-fits-all approach to improving randomness in paper assignment

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.502571Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:a1dbfc2e8c3365831f28c7f7dcc99f5409a5e0fad3869c68b8726bea9d8d22c7

Observation 2fba6a2d-603d-444f-b3be-3fb2a63b99eb

AgentReview: Exploring Peer Review Dynamics with LLM Agents GPT-4 Technical Report

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-05-23T23:38:37.185978Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:74585cd7fe0ccb500c5c00cefc2fb18b112fcc9cc703229feea795cc21a527c1

Observation 836824bd-94fb-4c52-a7f9-a39726b6e423

AgentReview: Exploring Peer Review Dynamics with LLM Agents Unresolved cited work

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.591535Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:d0b78fec907a21742094c7903d1ffa35eb07fe09c126eb538b4a2d7417f78247

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-05-23T23:38:37.173118Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:4b9cbf949b6bc589a7b2034c1c3cbe2e1cc2a0e128139499072edc4eee14d4a1

Observation 83173389-5764-4569-b2f2-ae1f4dd22b45

AgentReview: Exploring Peer Review Dynamics with LLM Agents Chatarena: Multi-agent language game environments for large language models

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.574182Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:ecee069f37c6ddd0bff1282a5485aa06b4a3987c4cdb03750d6012a365b8ee61

Observation 375d61b1-c03c-4ce2-8bdf-e435304996bc

AgentReview: Exploring Peer Review Dynamics with LLM Agents Agentverse: Facilitating multi-agent collaboration and exploring emergent behaviors

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.513925Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:e4e51d92dd425df5740dcaed06b76c82b806c943941eb0a5c2188a26ac914694

Observation 51390e0d-ccad-4f37-b058-429613767a7a

AgentReview: Exploring Peer Review Dynamics with LLM Agents Competeai: Understanding the competition behaviors in large language model-based agents

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.506274Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:91c12d99cbfebc6b966e73b3e535c08e12403c2b1f15d8bf23193af0c7fd3fd2

Observation 3f2c10d0-f8d1-40b6-80d9-6c7fa1813723

AgentReview: Exploring Peer Review Dynamics with LLM Agents Generative agents: Interactive simulacra of human behavior

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.602253Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:c36bb74d4b0e3c54535e4997884f60f3162857af53dee1cad2f0c02ac14c823a

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-23T23:38:37.217566Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:174996abd669cd9d86f18ceeefd097ddebfb2186a5e30106ebfb255748ee4a43

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-23T23:38:37.204888Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:367ad0ccd47f3ceb72319b5587643b227d653c6688c1785888e2127756018d56

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-23T23:38:37.237103Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:6d9af6865609d2a1b9c4135f263adee92743e7fb0763264bb9a63f1e073d5bc3

Observation dbe159a4-e243-4c67-8fa5-2f92f10f4711

AgentReview: Exploring Peer Review Dynamics with LLM Agents Social influence

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.577614Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:807f018131217943f884541e5802dfbd306f693d462ceb5a67c20b14ab9a5b86

Observation 3debb97d-5049-4235-a68f-0111a99a3bf8

AgentReview: Exploring Peer Review Dynamics with LLM Agents The perils of peer effects

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.517515Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:59301d1474103c846808bba3d6a1c0faba0038a7e75705b416a86d0fead0d3b9

Observation eaa57e1d-4ff4-44c1-b0bd-15f808b99843

AgentReview: Exploring Peer Review Dynamics with LLM Agents Groupthink

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.460587Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:07b3de89bede6869ce82860a0fc5b7f168d56624a65536325602bf5c7e68b32d

Observation 986afdbf-d3b2-413d-8ce5-0e9095091a9d

AgentReview: Exploring Peer Review Dynamics with LLM Agents The echo chamber effect on social media

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.551788Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:25313459534912d119efea8679724ea5a9dae2f12f29e83c79492223f291540a

Observation 888f1fb2-1049-4ae1-99b1-ed230ccd8b3f

AgentReview: Exploring Peer Review Dynamics with LLM Agents The halo effect: Evidence for unconscious alteration of judgments

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.598411Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:888fcdd8bbe6aa302db18f7242d1268d82f8d35ab22d6d10980f7236010ea6f7

Observation 4d071449-5442-4136-86a5-e31aabebe805

AgentReview: Exploring Peer Review Dynamics with LLM Agents Anchoring bias affects mental model formation and user reliance in explainable ai systems

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.594974Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:6a4757e79cc258a41ec35757c186502f790aa51432c210292a2987d4ca6631cc

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-23T23:38:37.243917Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:fcda4d02083db50ecd58fca8bb40b982b998ba172360f0d8870a8f1879c513f1

Observation 0149ef30-c615-4db4-91fc-5cb3ed57fcce

AgentReview: Exploring Peer Review Dynamics with LLM Agents Social influence: Compliance and conformity

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.456461Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:17a4906b4102ee5e3909732f5f6cd1eb79965a63c92771a305f703101d7995db

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-23T23:38:37.210949Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:038c35b55a663ca059959314b83758eac105808b9a2563a66baf3799296203e2

Observation ae958b4c-698a-43c8-b3ce-69f04820c1b2

AgentReview: Exploring Peer Review Dynamics with LLM Agents Using conflict theory

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.532600Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:3b0bb46a56e8c1081ab4f0ebc60b20b86ca506964c7e6f9ebeb3c76d0b1b154b

Observation 7bd7a05b-eab0-4791-9d16-c76ab4c92050

AgentReview: Exploring Peer Review Dynamics with LLM Agents Counterfactual evaluation of peer-review assignment policies

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.536174Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:000f1196c0e6542054a606bde5973e2f3c88671367a9f41f5679a8252053b6a4

Observation 44c97861-b5a5-4d8b-b201-cc8597cefca3

AgentReview: Exploring Peer Review Dynamics with LLM Agents Bertscore: Evaluat- ing text generation with bert

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.588259Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:25c0acb1b20279d2075e05cd9913184bb06dca07a0cbc579d3d5f0e1ec9af9a8

Observation e221095d-84e0-4c40-83ca-f841b527b90f

AgentReview: Exploring Peer Review Dynamics with LLM Agents Sentence-bert: Sentence embeddings using siamese bert-networks

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.477041Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:7bc2c9abd580c6af528709be48975ecde9d90e33e939f2eebe1590ef295cef72

Observation 0b2aeac7-75d5-4722-997a-29ea9bd11c5f

AgentReview: Exploring Peer Review Dynamics with LLM Agents Estimating the causal effect of early arxiving on paper acceptance

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.485378Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:9f7c6e4ce7712be5d30d678c82ebcacb7d402d2ac6a56e52367272a9302ffe14

Observation 6249ba8d-a1fd-42a3-9d3a-86a557151ecb

AgentReview: Exploring Peer Review Dynamics with LLM Agents A system-level analysis of conference peer review

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.540140Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:41dae85fc15bf5e759085ef8104b9c136d39effbcb46f4ade2e845e8ba6222bc

Observation e4f451d1-0afa-4d77-9f2f-9b70a38d6521

AgentReview: Exploring Peer Review Dynamics with LLM Agents Chatgpt identifies gender disparities in scientific peer review

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.562730Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:5222a207671d173f6d04f60973ff48f2e364db25c1420d545cfcfea798d1104b

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-23T23:38:37.192079Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:3abe528d124869f378becc6432624b20ef83ef60ba601d1974accf1f338be018

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-23T23:38:37.153042Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:1cb5f283fa507b5817280f6b9cd9b1038fe808122753b5595b842a518fc90fbf

Observation d0e65547-93d1-43aa-b41e-bc797e961bcb

AgentReview: Exploring Peer Review Dynamics with LLM Agents Artificial intelligence to support publishing and peer review: A summary and review

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.543980Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:ded4c0cd1fb15d39f80ed72bb0236789ab171783c8d0f1ba57053680aa61579f

Observation daa17722-b637-4cd6-8350-415d4472b621

AgentReview: Exploring Peer Review Dynamics with LLM Agents What makes a successful rebuttal in computer science conferences?: A perspective on social interaction

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.525141Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:c7c7c27d0cc26a86755256085e5ce14a68f178805d782490cccbdaca35892432

Observation 5cd41336-1759-488e-ba46-c1ddc1495a49

AgentReview: Exploring Peer Review Dynamics with LLM Agents Introducing the next generation of claude

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.473064Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:24a0efa353f008575960c197b555066b1d861d7dc3c190ca8d9dcd626a8390c1

Observation 85411fb5-4380-41d1-b4cb-3f74dcb11c24

AgentReview: Exploring Peer Review Dynamics with LLM Agents Dynamic evaluation of large language models by meta probing agents

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.510101Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:ff1d4a856e9f0f46e1497d3dadcc3a9c24916b8e8410c3ad9e5816a97c77d403

Observation 39f8e52b-d914-4a7b-8eac-113877d486bb

AgentReview: Exploring Peer Review Dynamics with LLM Agents Better to ask in english: Cross-lingual evaluation of large language models for healthcare queries

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.570486Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:7a7d34bd6f552d4aac5a983e0cfacb555fbb6edd817843ee680e777ac9641c1a

Observation bb2ef13e-fc65-4ab1-99e9-06d4c1a0236b

AgentReview: Exploring Peer Review Dynamics with LLM Agents Mm-soc: Benchmarking multimodal large language models in social media platforms

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.559281Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:3e7a464280e69099ed2631b57f32e9761c72d326fcda30b5a789939a6a852853

Observation c01806de-ad46-41d0-855f-6a173e69215d

AgentReview: Exploring Peer Review Dynamics with LLM Agents Mars: Benchmarking the metaphysical reasoning abilities of language models with a multi-task evaluation dataset

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.584874Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:de8a3d7f649df3a614850b6e0677accabfd615eaa8bdac9008dbf97dc5040988

Observation 2652d4e6-82fd-4430-8dbe-1aa5b10357a5

AgentReview: Exploring Peer Review Dynamics with LLM Agents scelmo: Embeddings from language models are good learners for single-cell data analysis

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.555365Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:650bb63333fc42455835554cf11f229240c400334d64b0d5e8b4e5381e88b11f

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-23T23:38:37.121335Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:79eced0b4cdfc51a7dd59880c1f81bcb883e9afa6e7184e90991976797417c3a

Observation b7f11b62-007c-46b9-adbd-71077381647b

AgentReview: Exploring Peer Review Dynamics with LLM Agents Large language models can be good privacy protection learners

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.493709Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:03282e43b16f93af72b0d3e06d410898e0fb28eeaca10712881a5494a59dc98d

Observation ac9009ac-6840-488a-b1af-cd305bbeee45

AgentReview: Exploring Peer Review Dynamics with LLM Agents Proto- typical reward network for data-efficient rlhf

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.521160Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:51ca9a633a256c2e6f392c3544dcbce733bbf3fc0f7717924e35e708c2fc1f14

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-23T23:38:37.249858Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:51b600d4ee7d1132952bc650d26706fcd304ea5a2602c7c8e1b8f9b99ccedea5

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-05-23T23:38:37.063344Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:d8006c2ebb0ceacdf997c4ca69ffada0988963450064172677c31a36cded150c

Observation 84e92cf7-352f-4771-a8cd-5d0b5c8ca06a

AgentReview: Exploring Peer Review Dynamics with LLM Agents Semi-offline reinforcement learning for optimized text generation

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.581064Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:dc747c7452f97c26ef9def772c2982c7240bd98abb1db593be8a45bf34c30945

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-05-23T23:38:37.230392Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:55d8530568ef64298fd804fbe5fb3e30827dedcab85da2c34bc2264562eb45f9

Observation 8562a2a1-4216-480c-99ae-4fda4746903f

AgentReview: Exploring Peer Review Dynamics with LLM Agents League++: Empowering continual robot learning through guided skill acquisition with large language models

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.468996Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:379c77ec37ff45d6917edca8362e63d59fdb20ca514c66142296c06d97336e01

Observation 35ba33b3-10b9-43c9-a843-55fd3bad0a4c

AgentReview: Exploring Peer Review Dynamics with LLM Agents Alpacaeval: An automatic evaluator of instruction-following models

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.566710Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:35846b27a9c962fd7dd56772b6b43de33a68213dca507cd5ba57ed2067b96738

Observation c26bbe86-08d2-4c66-a97b-4b5eb2ae3c1c

AgentReview: Exploring Peer Review Dynamics with LLM Agents Chateval: Towards better llm-based evaluators through multi-agent debate

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.489216Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:c657061fb555650940bce55db7db05eedb6423daabd56de8ce0233973a8f3f2a

Reference 65

Resolution
verified exact
local_arxiv, observed 2026-05-23T23:38:37.097087Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:46bf4a739713f8769f0c76b6c328346f1aef7136f0f15b844ec7744229e4797d

Observation 59617d36-bd4c-473e-8d73-807da1adbf09

AgentReview: Exploring Peer Review Dynamics with LLM Agents image as set of points

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T23:38:37.529189Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=pdf_text observed=2026-05-23T23:38:28.005028Z digest=sha256:a937665412135bab293869f42c22bb8863e933ee0f0fc2e108add18a929c371c

Pith citing papers

Reference 106

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T20:48:56.458258Z

Standing notice

No event found in the named queried sources as of 2026-07-11T06:31:22.384518+00:00.

source=arxiv_source observed=2026-06-27T01:07:49.603969Z digest=sha256:372726e9a31117f0004c08fd9c009c01e37c73cfcb662dff585e5e333c2b3eb0