Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:47:42.120346Z
Paper Citation Record · LEDGER
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games
As of 9 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2505.18218.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
30 of 30 outbound references displayed
- verified exact0
- verified fuzzy19
- unresolved10
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 92c8944b-1236-4ffa-93df-2fa36f2c3a79 · outbound
This paper cites an unresolved cited work.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:47:47.370822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1454606a-1cef-487d-a64e-2c114ce60dd6 · outbound
This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games Reflexion: Language Agents with Verbal Reinforcement Learning
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:47:39.388668Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40da06dc-0cd1-4633-bdb3-47f750aa02fc · outbound
This paper cites butterfly.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games butterfly
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:47.563869Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b0515a98-614b-43c2-b3fa-afeb71a152ea · outbound
This paper cites Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:47:39.661634Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a902d2c8-fa34-402a-8e3c-a589fcc2c31e · outbound
This paper cites Emergence of Pragmatics from Referential Game between Theory of Mind Agents.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games Emergence of Pragmatics from Referential Game between Theory of Mind Agents
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:47:39.767068Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61fd1654-c05d-46ba-ae4f-bd16815143c0 · outbound
This paper cites an unresolved cited work.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:47:47.750365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 772d8e77-047f-49a7-91dc-d0c06b616395 · outbound
This paper cites "pack behavior,.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games "pack behavior,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:47.225259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9c4dd812-b721-4e73-a126-59477d29563a · outbound
This paper cites ### Guesses for the Other Word: Given the features and the similarity requirement, the most likely guess remains a **lion**.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games ### Guesses for the Other Word: Given the features and the similarity requirement, the most likely guess remains a **lion**
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:47.057225Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3da92847-ee1f-4dd2-92bc-3ef03bf3927a · outbound
This paper cites "In the realm of silent echoes, the unseen council navigates the wilderness.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games "In the realm of silent echoes, the unseen council navigates the wilderness
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:46.905779Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6630df0b-f297-4a4f-81e4-a46cb6fa90b3 · outbound
This paper cites "wolf"" and the guessed word.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games "wolf"" and the guessed word
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:46.704847Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7edb08e5-8347-4f9b-9322-7f6b9f8945f4 · outbound
This paper cites "wolf,"" it's reasonable to infer that Player 1 is likely describing the word.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games "wolf,"" it's reasonable to infer that Player 1 is likely describing the word
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:46.548346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ac050776-4674-4479-93be-a33c20f5437e · outbound
This paper cites Find those descriptions that not match your word, then they should be describing the other word.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games Find those descriptions that not match your word, then they should be describing the other word
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:46.325418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c4a66e41-e045-42a1-974e-7b2a0c24e174 · outbound
This paper cites - These features should not fit your word, but rather fit only the other word.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games - These features should not fit your word, but rather fit only the other word
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:46.079512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 53677bc5-079c-4921-85ae-b6c848070e0d · outbound
This paper cites You are player {id}, and you were assigned a word '{word}'.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games You are player {id}, and you were assigned a word '{word}'
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:45.922627Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9dcc842a-c143-47f6-8b79-df372c14b414 · outbound
This paper cites Player with 'Word A': ...; Player with 'Word B': ...; Uncertain:.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games Player with 'Word A': ...; Player with 'Word B': ...; Uncertain:
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:45.748353Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5a2bf244-e615-4693-b94f-37ea6ee16ab4 · outbound
This paper cites You are player {id}, and you were assigned a word '{word}'.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games You are player {id}, and you were assigned a word '{word}'
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:45.593862Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 78402190-fcd3-47d2-b839-8714b67c8f97 · outbound
This paper cites an unresolved cited work.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:47:45.289873Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d8887916-9b92-44f6-af5d-09fb3632c9b1 · outbound
This paper cites an unresolved cited work.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:47:45.066572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dae5b257-ba2e-42ab-b2c4-6657c570006c · outbound
This paper cites If all candidate features are used, try to give some new candidates and retry to choose one.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games If all candidate features are used, try to give some new candidates and retry to choose one
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:44.795383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 55c827c6-bcba-4c64-89a0-d775755f1957 · outbound
This paper cites It has <selected feature>.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games It has <selected feature>
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:44.581173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 39a2799f-3e5d-4977-9021-4fc6133f472b · outbound
This paper cites an unresolved cited work.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:47:44.297283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8d68d520-ff9a-4552-852e-c8d564988225 · outbound
This paper cites an unresolved cited work.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:47:44.106545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 25f2cb46-b51a-45cf-8985-81be8214f7ad · outbound
This paper cites You are player {id}, and you were assigned a word '{word}'.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games You are player {id}, and you were assigned a word '{word}'
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:43.847776Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9ca94b2c-f5eb-4910-bbc2-6cbb64383479 · outbound
This paper cites things" or.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games things" or
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:43.493892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4cce3927-f4d6-4033-8543-9e6c928b4afb · outbound
This paper cites You will get more information about this method.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games You will get more information about this method
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:43.153312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1c4630c2-3319-4da7-be98-d3f9467201f3 · outbound
This paper cites an unresolved cited work.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:47:42.951743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8fc4e2c8-2ac0-4517-913a-1b740d52097f · outbound
This paper cites And your opponent cannot accurately locate a feature from your metaphor and infer words from the feature, so they cannot guess your words.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games And your opponent cannot accurately locate a feature from your metaphor and infer words from the feature, so they cannot guess your words
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:42.775187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 06385e7e-3014-4c60-b517-6ff870cdf95a · outbound
This paper cites {method_}.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games {method_}
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:42.573435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8e25940a-cdde-42b8-ac96-9bdba8c3bf4c · outbound
This paper cites A Dual-Perspective Metaphor Detection Framework Using Large Language Models.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games A Dual-Perspective Metaphor Detection Framework Using Large Language Models
Reference 2023
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T14:47:42.362407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0cd4e5a0-6a27-4492-8f31-404701f0ea3d · outbound
This paper cites InProceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 7315–7332.
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games InProceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 7315–7332
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:47:47.903697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
No inbound Pith citation observations are available.