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Paper Citation Record · LEDGER

Searching for Structure: Investigating Emergent Communication with Large Language Models

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.

pith.paper-citation-record.v1
2412.07646 v3

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:42:47.715485Z

measured 71 of 71 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

71 of 71 outbound references displayed

  • verified exact10
  • verified fuzzy0
  • unresolved61
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation abc0b9d5-bc9a-44d0-8dea-c5eb9839f26a · outbound

This paper cites online" 'onlinestring :=.

Searching for Structure: Investigating Emergent Communication with Large Language Models online" 'onlinestring :=

Reference 1

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no resolver link, observed 2026-08-11T18:42:47.332186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.332186Z digest=sha256:5aa3084884dc6504b83a913960f8749418ecaf4b8f5a49129e0345e831411de8

Observation 82f4c3f0-dc03-474a-80a2-2ab7cae71f83 · outbound

This paper cites write newline.

Searching for Structure: Investigating Emergent Communication with Large Language Models write newline

Reference 2

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.340187Z digest=sha256:a3222415517ef3b7e4f07f19e605113ace5f081ec040c06c354f215ac4905bc5

Observation 40154e54-38c8-4d73-ada6-0cb8cfc80b21 · outbound

This paper cites Stubbersfield.

Searching for Structure: Investigating Emergent Communication with Large Language Models Stubbersfield

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.347910Z digest=sha256:33819aa656ca3a499fe13abf1bf8b9eac1d002686b587d7e83ec3be8bde40d6c

Observation 7fe47a61-bb17-4a1c-bfd9-98acb2de5361 · outbound

This paper cites Arriaga, and Adam Tauman Kalai.

Searching for Structure: Investigating Emergent Communication with Large Language Models Arriaga, and Adam Tauman Kalai

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.355091Z digest=sha256:1c4d6e14f0a752a48fa1784e0fb76be0e5129b352127dfb581893aaa9bab0ddd

Observation 5bd9ae7e-60e0-4a63-ad7b-197f81c577ed · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 5

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no resolver link, observed 2026-08-11T18:42:47.361450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.361450Z digest=sha256:9100b8f0ca48b5c550345a31aefed1764cc5ead9d4f4999f948aa4ea89816621

Observation 39335b03-5cf9-427a-bdbd-96f30d338d7f · outbound

This paper cites Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell.

Searching for Structure: Investigating Emergent Communication with Large Language Models Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell

Reference 6

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no resolver link, observed 2026-08-11T18:42:47.368082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.368082Z digest=sha256:542f994e95d6985a7c907ad40059d705ccd998dcb51036a4dba77de5cfe5303b

Observation 032731f8-1c0f-4d7f-83c5-853b83a71f45 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 7

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unresolved
raw_fallback, observed 2026-08-11T18:42:49.308706Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.374592Z digest=sha256:dacf8b568989870682ab363dcb7c21219b40a5544e22d47bf7c1e3bf710ac95a

Observation e90ac433-9c0d-45d3-a1e2-3ec53acfa4e8 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 8

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no resolver link, observed 2026-08-11T18:42:47.379834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.379834Z digest=sha256:f130faa94e83f372d1d5e55fec8b5c76ee465f4e1869cc81e386ee6416263266

Observation 11beec43-7e78-4267-8c5b-cf1a508e2152 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 9

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no resolver link, observed 2026-08-11T18:42:47.386223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.386223Z digest=sha256:1dda2776170cf7739f95ec97c29c51c6570c968c887fa0135429a8fb66840186

Observation 7854c69b-53e4-4017-882a-6cd75033c3ef · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-11T18:42:47.391935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.391935Z digest=sha256:16cc428e5073dd16e9f2c84a97bf180c864a54fe452a965d5b229208d2647267

Observation 66166d3f-b4b0-4203-8984-9bc2ab56b188 · outbound

This paper cites Carr, Kenny Smith, Hannah Cornish, and Simon Kirby.

Searching for Structure: Investigating Emergent Communication with Large Language Models Carr, Kenny Smith, Hannah Cornish, and Simon Kirby

Reference 11

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no resolver link, observed 2026-08-11T18:42:47.400690Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.400690Z digest=sha256:10f5f8402ca30d94487400cc516271fff1c613b954e2b71b36cb51877ad2fd58

Observation 0478d9ec-3e64-4bf1-8fbf-91cdc630b3bc · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 12

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no resolver link, observed 2026-08-11T18:42:47.406942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.406942Z digest=sha256:f96bbc5848805ad9beead95877a3b09330e7c65a4ff5b7e8bdb87e9543d048ae

Observation db505b21-0f49-4744-814b-fd856ae99a3d · outbound

This paper cites Christiansen and Nick Chater.

Searching for Structure: Investigating Emergent Communication with Large Language Models Christiansen and Nick Chater

Reference 13

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no resolver link, observed 2026-08-11T18:42:47.412115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.412115Z digest=sha256:975c5ffb49d02c62fcb3a0c588905ebf4305295b4b2c3dd4ce5ea0cc6480a341

Observation 86b0b5e3-36a7-4c4f-97cc-0eaaf76103c3 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 14

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no resolver link, observed 2026-08-11T18:42:47.416845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.416845Z digest=sha256:213991bc58a54f8e3e8e28f18802fda716e27013fd93c8ea94566d67723febd9

Observation 8036f72f-1c52-4e1b-ae0d-7eee622a9371 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 15

Resolution
verified exact
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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.

source=arxiv_source observed=2026-08-11T18:42:47.421984Z digest=sha256:8f8058bfc94eb04cbf62ae1e3d4a39815847e15c273cdadb051f667ab26f6cab

Observation 9b034ba0-7576-4046-b3c6-0a1635897d07 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.427058Z digest=sha256:5f2134a0f5d5c0a60aa87ce73af5399f41e8952dd6af5a454b763cce097ae719

Observation d79257f0-139c-4ef2-9ebc-719de5914479 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 17

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.431971Z digest=sha256:1492e1f5e67b370efd6ea3546e94cbdd6d1b1211b5c014e3ad3ac57d74cde660

Observation 128e8d1c-b20f-4449-8ab4-a30c98c2c59f · outbound

This paper cites Florian Jaeger, and Elissa L.

Searching for Structure: Investigating Emergent Communication with Large Language Models Florian Jaeger, and Elissa L

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.437568Z digest=sha256:3f803bd2fd28ffc8106845703556dd1c0f64314307c546b11bd5f27cd46badfe

Observation c1c3c705-1762-40ae-b642-d934e6cce340 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 19

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no resolver link, observed 2026-08-11T18:42:47.442545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.442545Z digest=sha256:487d621c20d91d1bceaea69b04a02ceac38d53e908f50daf139bc1dded955b5b

Observation bb06b5e4-a8a9-47b0-9518-bfad4bb2efbc · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 20

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raw_fallback, observed 2026-08-11T18:42:49.264078Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.448806Z digest=sha256:63fc4f7cd42dec038edbeac3f7dd05f858737d8e95c19df33a4ad6ff6eaff0a7

Observation 7efbe8cc-f8eb-41ee-b7f5-1d48e90baf9f · outbound

This paper cites What makes a language easy to deep-learn? Deep neural networks and humans similarly benefit from compositional structure.

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

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Observation 9fbb6ff5-206a-4372-af3e-c274f8efa9f9 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 22

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no resolver link, observed 2026-08-11T18:42:47.460110Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.460110Z digest=sha256:be4990b1ef79c049cf358eedd75375419148417de096ddbab4f0a33529d37d44

Observation 5dcef974-5853-47c3-87ff-5d992adfa4ba · outbound

This paper cites Griffiths and Michael L.

Searching for Structure: Investigating Emergent Communication with Large Language Models Griffiths and Michael L

Reference 23

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no resolver link, observed 2026-08-11T18:42:47.465353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.465353Z digest=sha256:f344db302765bbe8bcb1a3a24d785f52c922e6d493df5f40b2f2a23a16a1ae3d

Observation ac58a9e1-9fba-43b4-b822-e4c57b2a8a5a · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 24

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verified exact
raw_fallback, observed 2026-08-11T18:42:48.744668Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.471871Z digest=sha256:aeb06fc0016d46af234e240b5eea59315e321224948bd7b2109fa2cb3f930fbe

Observation a555e46d-a4e9-4533-a59f-dba4ef6a03f3 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 25

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source=arxiv_source observed=2026-08-11T18:42:47.476743Z digest=sha256:e0242e597a008e076e5606cb16f646699084e9353b07dc3afbb2d35d45c2329f

Observation 7dc8de0b-88eb-4dc3-950d-7ad738f2d7bd · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 26

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source=arxiv_source observed=2026-08-11T18:42:47.481999Z digest=sha256:6d048616497cb395146317dd7a820bbd95ad63fcf117eb1cd62bd4e7ed1a28d5

Observation e86f861f-6c8b-40d3-870b-521784caacea · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 27

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no resolver link, observed 2026-08-11T18:42:47.486671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.486671Z digest=sha256:73915f40f6e3e0b563dd3311a3ced7b297a69dc6cee84f6a44d16d0b5c45dd17

Observation c47f57fb-6f8f-43ff-a6ad-59cb6ffd6b61 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 28

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no resolver link, observed 2026-08-11T18:42:47.491690Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.491690Z digest=sha256:54e2ffc710d4444fe278681e1172b89bb2ac4ee3801c22177de528453c51e449

Observation 5531b3a5-fb28-4c7c-86b9-6943d00c7c56 · outbound

This paper cites A Study on Large Language Models' Limitations in Multiple-Choice Question Answering.

Searching for Structure: Investigating Emergent Communication with Large Language Models A Study on Large Language Models' Limitations in Multiple-Choice Question Answering

Reference 29

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no resolver link, observed 2026-08-11T18:42:47.496052Z

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source=arxiv_source observed=2026-08-11T18:42:47.496052Z digest=sha256:fbb1fb68b3dae21289f0a843116119adec746ca43ae42777275f5f5041d5cf8d

Observation 8fbf30eb-001d-4a5b-8c05-63592ad2e5e2 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 30

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no resolver link, observed 2026-08-11T18:42:47.500688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.500688Z digest=sha256:67fa93eaf23d3744cd83e86980f06ef5d18c48eaae65e09ac4e5d6ee34805ab5

Observation 40364f4d-b8d0-4d6d-9ab5-a306370cd61e · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 31

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no resolver link, observed 2026-08-11T18:42:47.505344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.505344Z digest=sha256:98fdc82a75cf6c83267f517546dcba7d4ebcd841e56eabcac6d1148f37b46f12

Observation d0c953b6-f29b-43c1-a07e-d6638845512c · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T18:42:49.213234Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.509990Z digest=sha256:3b50661cb0e67ca76683db366089ca797ed5ecb33824b9a22ee5234544ac7725

Observation f1b9f3f1-cb8c-4d33-b973-a6ea6c191b86 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 33

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no resolver link, observed 2026-08-11T18:42:47.514249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.514249Z digest=sha256:4f933c9fa9e4e8618724942384e39f193c71725ecc5ab58953069e0e93f6fa2c

Observation e5283841-f3f2-4b2a-bd31-a1dcc9c3d320 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 34

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no resolver link, observed 2026-08-11T18:42:47.518682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.518682Z digest=sha256:f1d73953e5b3ccbe3c85445cd248992bc348091f86b9d7cc5193b430a64a058e

Observation be2bbb44-22e5-492f-a16e-f6fa5d3a7dc6 · outbound

This paper cites Emergent Multi-Agent Communication in the Deep Learning Era.

Searching for Structure: Investigating Emergent Communication with Large Language Models Emergent Multi-Agent Communication in the Deep Learning Era

Reference 35

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no resolver link, observed 2026-08-11T18:42:47.523483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.523483Z digest=sha256:bfaeeb50ff9aae6e61b8cd9a1780da2e774239c592c43dc8b943248743f01f0e

Observation 80affbf9-8f05-4ffa-b571-61c622167321 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 36

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unresolved
no resolver link, observed 2026-08-11T18:42:47.529168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.529168Z digest=sha256:5b21f95459d5e69b1b5154beb857307a489a6a5b9cf76bd79f918ce9005ceb98

Observation 5696e016-a3ab-4cf0-8652-9c29b696cd8e · outbound

This paper cites NeLLCom-X: A Comprehensive Neural-Agent Framework to Simulate Language Learning and Group Communication.

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

Resolution
verified exact
local_arxiv, observed 2026-08-11T18:42:48.509634Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.534293Z digest=sha256:6cf41a55e4ddf373552d113765c24a7e41dfe08218f92b8138f7e925513da1e3

Observation 0b889315-35d5-496c-a2b0-25520771ee15 · outbound

This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.

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

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no resolver link, observed 2026-08-11T18:42:47.539563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.539563Z digest=sha256:4168293d3f0d6121267aba7c53cdfa6ff5eb33f2c5b014a9f589738d88b1bfd1

Observation d25f267b-ec71-471a-9f22-8faa1e1572b0 · outbound

This paper cites The Llama 3 Herd of Models.

Searching for Structure: Investigating Emergent Communication with Large Language Models The Llama 3 Herd of Models

Reference 39

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no resolver link, observed 2026-08-11T18:42:47.544898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.544898Z digest=sha256:68a8db0b32cf893a6d05eb57ea7f2255748645f176435b13493b678ff4d1ec69

Observation 5da9a5e7-4163-4fb2-ab00-eadbeedc3571 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 40

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unresolved
raw_fallback, observed 2026-08-11T18:42:49.193141Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.549880Z digest=sha256:fdd3d3c6531d22e28355907dfd7b3c826891cab189f688f999fcd80f8390aa10

Observation 707baec4-70ae-48e5-b300-eb827cd6be0d · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.554719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.554719Z digest=sha256:743e8f0ea1e6da73bf68f2c01bd7f092cbd42b531dc7d15368e6d28026506c47

Observation 4f8a9f06-b9a8-44dd-9d0f-b770b0e810ad · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.559292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.559292Z digest=sha256:844aa20bdbe96e56ae66181137529ee9b69cb944d1b6cb968c880e88d70c285a

Observation c156e56f-2105-4ab0-964f-254a31dd97cc · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.564181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.564181Z digest=sha256:90ce993e8001b634ed60792868dba891da851d2665671c6b885faf3735928529

Observation a747f202-a7f6-40ad-955e-acd17968d872 · outbound

This paper cites NEAT: Non-linearity Aware Training for Accurate and Energy-Efficient Implementation of Neural Networks on 1T-1R Memristive Crossbars.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.569253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.569253Z digest=sha256:fc4bea2c0eb6f11864a34955276e588984b5f357392c763ce040a1dea449a0b2

Observation b58f0bb7-18de-4f04-9ced-17e3d26b2e4f · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 45

Resolution
verified exact
doi, observed 2026-08-11T18:42:47.952091Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.574066Z digest=sha256:86fb779b0205077e64b6df12350c2a2455dbf5ce36d9c48640d05cca333a35f8

Observation c98241f8-a87e-4d91-901d-7a7843538ea5 · outbound

This paper cites Bernstein.

Searching for Structure: Investigating Emergent Communication with Large Language Models Bernstein

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.578830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.578830Z digest=sha256:9e7334e2133c81ad7756b279ade0671aa8c9c214d44ff17ace9efec130dc3bbb

Observation 948e2a56-95c8-414a-b8e0-c13243027a39 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-11T18:42:49.173779Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.583662Z digest=sha256:33ad49e69ae303353535a37c7fcc156e8cb05bb113f7498ad56fea0fc734a38f

Observation e902e27c-76d0-4ab9-83b0-6c2234762105 · outbound

This paper cites Piantadosi, Harry Tily, and Edward Gibson.

Searching for Structure: Investigating Emergent Communication with Large Language Models Piantadosi, Harry Tily, and Edward Gibson

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.588396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.588396Z digest=sha256:642fb2ea15fed7ea9ae69a9d76048544e334a905b0880815686e874c8d297ec0

Observation 2408b656-b5ce-4918-a039-9d6e90d6ce98 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.593074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.593074Z digest=sha256:26296f32402d96081d08872bf93657d8158c89cc6cbbbf95f489079853de7b69

Observation d393bd2d-d50c-47f5-bf9e-deec6dc68c2c · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 50

Resolution
verified exact
doi, observed 2026-08-11T18:42:47.925094Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.597815Z digest=sha256:fc762c8843531951d3276e0ca1fe82b4d5e4a83631b9f88f0d2dbbee70709ebb

Observation 24094e91-0102-4ccd-adc0-e372700a7364 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.602596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.602596Z digest=sha256:0bb2d5379a17f9fda0823544ca605bacd8fecf60f894b506c5ebf7dc1684800d

Observation b9856cf0-0e5b-4b98-86f0-498a7d988445 · outbound

This paper cites Scott-Phillips, Simon Kirby, and Graham R.S.

Searching for Structure: Investigating Emergent Communication with Large Language Models Scott-Phillips, Simon Kirby, and Graham R.S

Reference 52

Resolution
verified exact
doi, observed 2026-08-11T18:42:47.908983Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.612379Z digest=sha256:f9858bb440dae57dcf54f54196ba54387588d5f31eaf06f6a618684434e49977

Observation d461b344-655e-42d2-96bb-7564b61c5d63 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 53

Resolution
verified exact
doi, observed 2026-08-11T18:42:47.891257Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.617720Z digest=sha256:d19728b3c0f7eeb3cb59f6645502faae1275f4390abd8bc789b238b4e4cf7e89

Observation c870631b-dd22-4a9a-8f7a-8fd3ee662beb · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.623793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.623793Z digest=sha256:e4bca8afb2a07c12c5bda676075b3417fa1b4c7f3a6f6fa5c5242cadd86cb1f0

Observation ae2b0d76-072d-437a-aaf3-886300db6e2a · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 55

Resolution
verified exact
doi, observed 2026-08-11T18:42:47.864227Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.630891Z digest=sha256:d79729982e28e282251079bd2e28a0e19f31866f01d4fe39bd4e18f9c37694d3

Observation 69a776fe-05e1-4707-95bb-5d116489c6a2 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.636689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.636689Z digest=sha256:ffe6c828146d5f502fde579797d606338196cc97d32bf26639a942eedf46250a

Observation c10beeab-36d5-4d24-899f-502fab82af07 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.642001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.642001Z digest=sha256:d9afc88b00088b4fd7b477c881151edcd258db77c0023e0cd5cc4f2f2bb8b3b3

Observation cc7bb31a-c675-4e77-9402-b81adfbf7e27 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-11T18:42:49.154270Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.647898Z digest=sha256:91f6c4a8761b907cf51bdb0532b01e0e3bba1d3a476a5b11e30d0d2c34a54beb

Observation e38e785a-1774-4274-822d-abd43c4ec226 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-11T18:42:49.139018Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.652717Z digest=sha256:6e3a77e2bb3da8869e6ca9255c10e16a04d8c52dae4f550a7252d47575d0ad7e

Observation 48f68270-4e81-4210-86cc-875ee6cfc374 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 60

Resolution
verified exact
doi, observed 2026-08-11T18:42:47.822616Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.658159Z digest=sha256:40fd8d6e94d9bf2d24346e995ee69c32ffb21a3b6e917188804e4362a61a5ca3

Observation 241e885e-1e2b-4e8f-9c30-9e7589608101 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-11T18:42:49.123054Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.662660Z digest=sha256:7c7d73cdb0691198516d8acadfe6c27cf05f513271a5c421bc6d5a26079c2b31

Observation 35e6db6e-7052-4a5e-96a5-3d0275a5a14f · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.667633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.667633Z digest=sha256:8cbdd9e6b7893bf18e6f82d562cab749650f69eb3283ffa167557aa16641adee

Observation b206ca55-83d6-49ee-a568-c069bc8d1179 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 63

Resolution
verified exact
doi, observed 2026-08-11T18:42:47.795330Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.672117Z digest=sha256:8e84b37e9feaf2febe9b5ad588b715cadb44a82c2be2e2caa3d29606bdbce378

Observation 11e8ccfa-8325-451f-a1e3-80822143d8bf · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-11T18:42:49.106305Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.677525Z digest=sha256:2c1674ecd125cd9bdd9bd07ea429ea03ecabee2e4a5f15a27959ebca923978d0

Observation 46063282-0159-4029-a3ab-fe7796f87ddb · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-11T18:42:49.089414Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.682961Z digest=sha256:6116047c7e91910eab6b9b7a43b614e4546afd9176884e8f9cf20ff315ff8c66

Observation 56052405-7a70-4139-87ef-9d39ffb24094 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-11T18:42:49.072452Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.688372Z digest=sha256:f5630993996f41aab87a7a47bbe25f1febe8c4a34789981e79e585bea881deb8

Observation 13678018-d955-414c-8628-9fab7ef4c9f7 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.693466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.693466Z digest=sha256:30a8bd27f94230dc037e7b08ae2ec8c04dee0a7d80d6291c99cf5593a4d31678

Observation 532eb3be-09ad-4104-b5df-1271d9a7a19e · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.699536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.699536Z digest=sha256:f5deafc5ee4ca473c03ebf8521715f5f6b0f02de728339ebe3324b2cfd659ced

Observation 0c256037-3bdf-4885-acfb-0548335b439b · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-11T18:42:47.705540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:42:47.705540Z digest=sha256:4411135b5e44444aa51dfb319d937bd8d057ca706463e726331711f9b2776387

Observation 73b588a8-204d-4983-b408-6f4e40e7a366 · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-11T18:42:49.055477Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.710397Z digest=sha256:f8f721b75b5e748041842059c4f4967e2326423069d95b2631d9a0cc9715f939

Observation ca4c594f-c7f0-479f-b3b6-ea0552921bfb · outbound

This paper cites an unresolved cited work.

Searching for Structure: Investigating Emergent Communication with Large Language Models Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-11T18:42:49.032855Z

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.

source=arxiv_source observed=2026-08-11T18:42:47.715485Z digest=sha256:c1cf295a8a2985c2723b3f46292c9519989aa5ce496f2585f539e4f48c7fd769

Pith citing papers

No inbound Pith citation observations are available.