Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T18:42:47.715485Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2412.07646.
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 2026-08-11T18:42:47.715485Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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
71 of 71 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation abc0b9d5-bc9a-44d0-8dea-c5eb9839f26a · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models online" 'onlinestring :=
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82f4c3f0-dc03-474a-80a2-2ab7cae71f83 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models write newline
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40154e54-38c8-4d73-ada6-0cb8cfc80b21 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Stubbersfield
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fe47a61-bb17-4a1c-bfd9-98acb2de5361 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Arriaga, and Adam Tauman Kalai
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bd9ae7e-60e0-4a63-ad7b-197f81c577ed · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39335b03-5cf9-427a-bdbd-96f30d338d7f · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 032731f8-1c0f-4d7f-83c5-853b83a71f45 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e90ac433-9c0d-45d3-a1e2-3ec53acfa4e8 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11beec43-7e78-4267-8c5b-cf1a508e2152 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7854c69b-53e4-4017-882a-6cd75033c3ef · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66166d3f-b4b0-4203-8984-9bc2ab56b188 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Carr, Kenny Smith, Hannah Cornish, and Simon Kirby
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0478d9ec-3e64-4bf1-8fbf-91cdc630b3bc · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db505b21-0f49-4744-814b-fd856ae99a3d · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Christiansen and Nick Chater
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86b0b5e3-36a7-4c4f-97cc-0eaaf76103c3 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8036f72f-1c52-4e1b-ae0d-7eee622a9371 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9b034ba0-7576-4046-b3c6-0a1635897d07 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d79257f0-139c-4ef2-9ebc-719de5914479 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 128e8d1c-b20f-4449-8ab4-a30c98c2c59f · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Florian Jaeger, and Elissa L
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1c3c705-1762-40ae-b642-d934e6cce340 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb06b5e4-a8a9-47b0-9518-bfad4bb2efbc · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7efbe8cc-f8eb-41ee-b7f5-1d48e90baf9f · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models What makes a language easy to deep-learn? Deep neural networks and humans similarly benefit from compositional structure
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9fbb6ff5-206a-4372-af3e-c274f8efa9f9 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dcef974-5853-47c3-87ff-5d992adfa4ba · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Griffiths and Michael L
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac58a9e1-9fba-43b4-b822-e4c57b2a8a5a · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 24
Source-reported events for the cited work
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Observation a555e46d-a4e9-4533-a59f-dba4ef6a03f3 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7dc8de0b-88eb-4dc3-950d-7ad738f2d7bd · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e86f861f-6c8b-40d3-870b-521784caacea · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c47f57fb-6f8f-43ff-a6ad-59cb6ffd6b61 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5531b3a5-fb28-4c7c-86b9-6943d00c7c56 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models A Study on Large Language Models' Limitations in Multiple-Choice Question Answering
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fbf30eb-001d-4a5b-8c05-63592ad2e5e2 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40364f4d-b8d0-4d6d-9ab5-a306370cd61e · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0c953b6-f29b-43c1-a07e-d6638845512c · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 32
Source-reported events for the cited work
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Observation f1b9f3f1-cb8c-4d33-b973-a6ea6c191b86 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5283841-f3f2-4b2a-bd31-a1dcc9c3d320 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be2bbb44-22e5-492f-a16e-f6fa5d3a7dc6 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Emergent Multi-Agent Communication in the Deep Learning Era
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80affbf9-8f05-4ffa-b571-61c622167321 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5696e016-a3ab-4cf0-8652-9c29b696cd8e · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models NeLLCom-X: A Comprehensive Neural-Agent Framework to Simulate Language Learning and Group Communication
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0b889315-35d5-496c-a2b0-25520771ee15 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d25f267b-ec71-471a-9f22-8faa1e1572b0 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models The Llama 3 Herd of Models
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5da9a5e7-4163-4fb2-ab00-eadbeedc3571 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 40
Source-reported events for the cited work
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Observation 707baec4-70ae-48e5-b300-eb827cd6be0d · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f8a9f06-b9a8-44dd-9d0f-b770b0e810ad · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c156e56f-2105-4ab0-964f-254a31dd97cc · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a747f202-a7f6-40ad-955e-acd17968d872 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models NEAT: Non-linearity Aware Training for Accurate and Energy-Efficient Implementation of Neural Networks on 1T-1R Memristive Crossbars
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b58f0bb7-18de-4f04-9ced-17e3d26b2e4f · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c98241f8-a87e-4d91-901d-7a7843538ea5 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Bernstein
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 948e2a56-95c8-414a-b8e0-c13243027a39 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e902e27c-76d0-4ab9-83b0-6c2234762105 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Piantadosi, Harry Tily, and Edward Gibson
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2408b656-b5ce-4918-a039-9d6e90d6ce98 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d393bd2d-d50c-47f5-bf9e-deec6dc68c2c · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 50
Source-reported events for the cited work
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Observation 24094e91-0102-4ccd-adc0-e372700a7364 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9856cf0-0e5b-4b98-86f0-498a7d988445 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Scott-Phillips, Simon Kirby, and Graham R.S
Reference 52
Source-reported events for the cited work
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Observation d461b344-655e-42d2-96bb-7564b61c5d63 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 53
Source-reported events for the cited work
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Observation c870631b-dd22-4a9a-8f7a-8fd3ee662beb · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae2b0d76-072d-437a-aaf3-886300db6e2a · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 69a776fe-05e1-4707-95bb-5d116489c6a2 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c10beeab-36d5-4d24-899f-502fab82af07 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc7bb31a-c675-4e77-9402-b81adfbf7e27 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e38e785a-1774-4274-822d-abd43c4ec226 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 59
Source-reported events for the cited work
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Observation 48f68270-4e81-4210-86cc-875ee6cfc374 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 241e885e-1e2b-4e8f-9c30-9e7589608101 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 35e6db6e-7052-4a5e-96a5-3d0275a5a14f · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b206ca55-83d6-49ee-a568-c069bc8d1179 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 11e8ccfa-8325-451f-a1e3-80822143d8bf · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 46063282-0159-4029-a3ab-fe7796f87ddb · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 56052405-7a70-4139-87ef-9d39ffb24094 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 13678018-d955-414c-8628-9fab7ef4c9f7 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 532eb3be-09ad-4104-b5df-1271d9a7a19e · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c256037-3bdf-4885-acfb-0548335b439b · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73b588a8-204d-4983-b408-6f4e40e7a366 · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ca4c594f-c7f0-479f-b3b6-ea0552921bfb · outbound
Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
No inbound Pith citation observations are available.