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Paper Citation Record · LEDGER

Large Language Models in Politics and Democracy: A Comprehensive Survey

As of 15 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2412.04498.

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

pith.paper-citation-record.v1
2412.04498 v2

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:58:55.220439Z

measured 63 of 63 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T20:13:29.515567Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T20:13:29.889316Z

Reference resolution

62 of 62 outbound references displayed

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  • verified fuzzy45
  • unresolved16
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d08023e2-1a21-4abd-90cb-4b3b85b5ae9a · outbound

This paper cites Defense llama: The llm purpose-built for amer- ican national security.

Large Language Models in Politics and Democracy: A Comprehensive Survey Defense llama: The llm purpose-built for amer- ican national security

Reference 1

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Observation c6dc6c13-ffd3-4c8d-b4d6-6119e7b9b1f3 · outbound

This paper cites Linear representations of political perspe c- tive emerge in large language models.

Large Language Models in Politics and Democracy: A Comprehensive Survey Linear representations of political perspe c- tive emerge in large language models

Reference 2

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Observation 1702d358-78e4-4e18-b61f-92c6e7b3825f · outbound

This paper cites Plurals: A system for guiding llms via simulated social ensembles, 2024.

Large Language Models in Politics and Democracy: A Comprehensive Survey Plurals: A system for guiding llms via simulated social ensembles, 2024

Reference 3

Resolution
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Observation 7f2af221-e264-44e3-8cb0-33f6221be8ee · outbound

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Large Language Models in Politics and Democracy: A Comprehensive Survey Unresolved cited work

Reference 4

Resolution
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Source-reported events for the cited work

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Observation 6c9f294c-1b92-42c5-b556-54410fd42dcc · outbound

This paper cites The role of generative ai in global diplomatic practices: A strategi c framework, 2023.

Large Language Models in Politics and Democracy: A Comprehensive Survey The role of generative ai in global diplomatic practices: A strategi c framework, 2023

Reference 5

Resolution
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Source-reported events for the cited work

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Observation b846af57-7544-47fb-9dfc-29023787a606 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Large Language Models in Politics and Democracy: A Comprehensive Survey On the Opportunities and Risks of Foundation Models

Reference 6

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Source-reported events for the cited work

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Observation a1fe82fe-8a81-4d49-aa5c-c23600d1b139 · outbound

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Large Language Models in Politics and Democracy: A Comprehensive Survey Unresolved cited work

Reference 7

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Observation b7ffddc5-f8c6-410f-90e8-4a31a282fb38 · outbound

This paper cites Caballero and Phillip R.

Large Language Models in Politics and Democracy: A Comprehensive Survey Caballero and Phillip R

Reference 8

Resolution
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Observation 53eb34f1-b23e-4b0b-b4dc-4d01e03f79ff · outbound

This paper cites (a) i am not a lawyer, but...: Engaging le- gal experts towards responsible llm policies for legal advi ce.

Large Language Models in Politics and Democracy: A Comprehensive Survey (a) i am not a lawyer, but...: Engaging le- gal experts towards responsible llm policies for legal advi ce

Reference 9

Resolution
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Observation 3b8b529c-e26b-454d-b8f8-f7e18e7db522 · outbound

This paper cites Saullm-54b & saullm-141b: Scaling up domain adap- tation for the legal domain.

Large Language Models in Politics and Democracy: A Comprehensive Survey Saullm-54b & saullm-141b: Scaling up domain adap- tation for the legal domain

Reference 10

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Observation 8e78d964-8a4d-4969-9485-f9cdf55cebbe · outbound

This paper cites Large legal fictions: Profiling legal hallucinations in large language models.

Large Language Models in Politics and Democracy: A Comprehensive Survey Large legal fictions: Profiling legal hallucinations in large language models

Reference 11

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Observation 976f4f3d-552a-411a-871a-a6239146a030 · outbound

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Large Language Models in Politics and Democracy: A Comprehensive Survey Unresolved cited work

Reference 12

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Observation 0c0e6f31-1b41-49cc-9f75-4515b972122e · outbound

This paper cites LawBench: Benchmarking Legal Knowledge of Large Language Models.

Large Language Models in Politics and Democracy: A Comprehensive Survey LawBench: Benchmarking Legal Knowledge of Large Language Models

Reference 13

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Observation 48a0acd8-4ba4-4a68-bee7-9d9146e17550 · outbound

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Large Language Models in Politics and Democracy: A Comprehensive Survey Unresolved cited work

Reference 14

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Observation a2fd156a-c1aa-4df7-835e-9c86641b15aa · outbound

This paper cites Implications of chatgpt and large language models for environmental policymaking.

Large Language Models in Politics and Democracy: A Comprehensive Survey Implications of chatgpt and large language models for environmental policymaking

Reference 15

Resolution
verified fuzzy
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Observation d2e48439-65e6-4d31-80d4-19f953894792 · outbound

This paper cites Generative agent-based modeling: an introduction and tutorial.

Large Language Models in Politics and Democracy: A Comprehensive Survey Generative agent-based modeling: an introduction and tutorial

Reference 16

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Observation 1c16a2fd-d337-448a-bb4a-b08b9b69a3e2 · outbound

This paper cites Gudiño, Umberto Grandi, and César Hidalgo.

Large Language Models in Politics and Democracy: A Comprehensive Survey Gudiño, Umberto Grandi, and César Hidalgo

Reference 17

Resolution
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Observation 6d938670-c93e-430f-87dd-b03e36898d01 · outbound

This paper cites Legal- bench: A collaboratively built benchmark for measuring le- gal reasoning in large language models.

Large Language Models in Politics and Democracy: A Comprehensive Survey Legal- bench: A collaboratively built benchmark for measuring le- gal reasoning in large language models

Reference 18

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Observation 9c74cb4e-eaac-49d3-80c0-358c8a54484a · outbound

This paper cites Multiclass clas- sification of policy documents with large language models, 2023.

Large Language Models in Politics and Democracy: A Comprehensive Survey Multiclass clas- sification of policy documents with large language models, 2023

Reference 19

Resolution
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Observation d7e01cd0-20c8-42a3-93af-efe304ff1b86 · outbound

This paper cites Evaluating the per - suasive influence of political microtargeting with large la n- guage models.

Large Language Models in Politics and Democracy: A Comprehensive Survey Evaluating the per - suasive influence of political microtargeting with large la n- guage models

Reference 20

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This paper cites The case for large language model op- timism in legal research from a law & technology librarian.

Large Language Models in Politics and Democracy: A Comprehensive Survey The case for large language model op- timism in legal research from a law & technology librarian

Reference 21

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Observation c317299a-048b-44b1-b2ef-56c8492dc5df · outbound

This paper cites Societal, economic, ethical and legal chall enges of the digital revolution: From big data to deep learning, ar - tificial intelligence, and manipulative technologies, 201 9.

Large Language Models in Politics and Democracy: A Comprehensive Survey Societal, economic, ethical and legal chall enges of the digital revolution: From big data to deep learning, ar - tificial intelligence, and manipulative technologies, 201 9

Reference 22

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Observation 0ea33e26-b0d4-453d-aa29-a2a15d03d461 · outbound

This paper cites Will democracy sur- vive big data and artificial intelligence? Towards digital en- lightenment: Essays on the dark and light sides of the digita l revolution, pages 73–98, 2019.

Large Language Models in Politics and Democracy: A Comprehensive Survey Will democracy sur- vive big data and artificial intelligence? Towards digital en- lightenment: Essays on the dark and light sides of the digita l revolution, pages 73–98, 2019

Reference 23

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Observation 6c5abd12-a0fb-464f-b703-d77af5a0482b · outbound

This paper cites Large language models can impersonat e politicians and other public figures, 2024.

Large Language Models in Politics and Democracy: A Comprehensive Survey Large language models can impersonat e politicians and other public figures, 2024

Reference 24

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This paper cites Large language models as a substitute for human ex- perts in annotating political text.

Large Language Models in Politics and Democracy: A Comprehensive Survey Large language models as a substitute for human ex- perts in annotating political text

Reference 25

Resolution
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Large Language Models in Politics and Democracy: A Comprehensive Survey Unresolved cited work

Reference 26

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Observation 402e4e8e-f5d4-48e3-a47d-cb833f22f6b3 · outbound

This paper cites War and peace (waragent): Large language model-based multi- agent simulation of world wars.

Large Language Models in Politics and Democracy: A Comprehensive Survey War and peace (waragent): Large language model-based multi- agent simulation of world wars

Reference 27

Resolution
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This paper cites Liao, Esin Durmus, Alex Tamkin, and Deep Ganguli.

Large Language Models in Politics and Democracy: A Comprehensive Survey Liao, Esin Durmus, Alex Tamkin, and Deep Ganguli

Reference 28

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Observation 3ad7b990-bb78-46fb-b5d1-868a032c4c0c · outbound

This paper cites Social-llm: Modeling u ser behavior at scale using language models and social network data, 2023.

Large Language Models in Politics and Democracy: A Comprehensive Survey Social-llm: Modeling u ser behavior at scale using language models and social network data, 2023

Reference 29

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Large Language Models in Politics and Democracy: A Comprehensive Survey Unresolved cited work

Reference 30

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Observation 04f6d8df-ea54-43eb-9d03-385e5479ad90 · outbound

This paper cites Gpt-4 passes the bar exam.

Large Language Models in Politics and Democracy: A Comprehensive Survey Gpt-4 passes the bar exam

Reference 31

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Observation f18f113a-c4ae-402f-977e-e90f78f580f4 · outbound

This paper cites Zhang, Jane Hsieh, Haiyi Zhu, and Kenneth Holstein.

Large Language Models in Politics and Democracy: A Comprehensive Survey Zhang, Jane Hsieh, Haiyi Zhu, and Kenneth Holstein

Reference 32

Resolution
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Observation 68c9aa37-2947-47da-b2fd-a775418b551e · outbound

This paper cites Battleagent: Multi-modal dynamic emulation on historical battles to complement historical anal- ysis, 2024.

Large Language Models in Politics and Democracy: A Comprehensive Survey Battleagent: Multi-modal dynamic emulation on historical battles to complement historical anal- ysis, 2024

Reference 33

Resolution
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Observation 04a03b6d-aa8e-4e6d-81f9-7a986c58485f · outbound

This paper cites From voices to validity: Leveragin g large language models (llms) for textual analysis of policy stakeholder interviews, 2023.

Large Language Models in Politics and Democracy: A Comprehensive Survey From voices to validity: Leveragin g large language models (llms) for textual analysis of policy stakeholder interviews, 2023

Reference 34

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verified fuzzy
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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.

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Observation e238c543-fd2b-4eed-a829-7ea96f77f5d7 · outbound

This paper cites Positioning political te xts with large language models by asking and averaging, 2024.

Large Language Models in Politics and Democracy: A Comprehensive Survey Positioning political te xts with large language models by asking and averaging, 2024

Reference 35

Resolution
verified fuzzy
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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=pdf_text observed=2026-08-12T04:58:55.087975Z digest=sha256:08c1c3efa780a838501d0148da93d700dc494ea72c7e631eb172cc1733bcbe92

Observation ba514c60-959a-42b0-ab12-078d35773b6f · outbound

This paper cites Welfare diplo- macy: Benchmarking language model cooperation, 2023.

Large Language Models in Politics and Democracy: A Comprehensive Survey Welfare diplo- macy: Benchmarking language model cooperation, 2023

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.697548Z

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=pdf_text observed=2026-08-12T04:58:55.092876Z digest=sha256:a7a1259bdde354bce271958024789864c3e516a8fef61486f0582f5ade2ea60a

Observation 71919fd0-5696-4913-a89c-263591a63206 · outbound

This paper cites A Comprehensive Overview of Large Language Models.

Large Language Models in Politics and Democracy: A Comprehensive Survey A Comprehensive Overview of Large Language Models

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T04:58:55.097703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:58:55.097703Z digest=sha256:6807617667923190523616e257ee280853ba57785899fdfb9beae57edd4b8e7f

Observation c3bf1da6-d1e3-4711-a468-ca4da68af279 · outbound

This paper cites an unresolved cited work.

Large Language Models in Politics and Democracy: A Comprehensive Survey Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-12T04:58:55.682637Z

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=pdf_text observed=2026-08-12T04:58:55.102657Z digest=sha256:8b0d6c87964073dc7a938e8235fe890835ab3a9878a5dc8f4ce753a29c0c8000

Observation 047464b8-19e2-446e-b307-ed371bb81b18 · outbound

This paper cites an unresolved cited work.

Large Language Models in Politics and Democracy: A Comprehensive Survey Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-12T04:58:55.667439Z

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=pdf_text observed=2026-08-12T04:58:55.107574Z digest=sha256:c58adc2dbd9d69517ff8cf6782d817ad8d1d30009ec31be8601b6979649a9bc1

Observation e57af4bf-60da-4383-b10b-a242a5fe1f24 · outbound

This paper cites an unresolved cited work.

Large Language Models in Politics and Democracy: A Comprehensive Survey Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-12T04:58:55.651345Z

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=pdf_text observed=2026-08-12T04:58:55.112735Z digest=sha256:d3c359712bd3854842e41c1c0b636147cad74fda698d28f7449c873b3c15f9fc

Observation 1966a20b-6559-4160-8039-b44606d81ab9 · outbound

This paper cites Cai, Mered- ith Ringel Morris, Percy Liang, and Michael S.

Large Language Models in Politics and Democracy: A Comprehensive Survey Cai, Mered- ith Ringel Morris, Percy Liang, and Michael S

Reference 41

Resolution
verified fuzzy
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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=pdf_text observed=2026-08-12T04:58:55.118016Z digest=sha256:2eed0bd8aa1f78587876f81d25d3d4bcac6d5939774e802d696092dbf2668913

Observation 7f313303-70d8-4a69-8e5a-8f6a572441d7 · outbound

This paper cites Park, Simon Goldstein, Aidan O’Gara, Michael Chen, and Dan Hendrycks.

Large Language Models in Politics and Democracy: A Comprehensive Survey Park, Simon Goldstein, Aidan O’Gara, Michael Chen, and Dan Hendrycks

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.622081Z

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=pdf_text observed=2026-08-12T04:58:55.122710Z digest=sha256:b8aa7dc2a0556de426e2bb0c7f156203afcc0bd5056cfcae31988a49a4ce24db

Observation 84167026-29a2-4987-96a3-4a45410762bc · outbound

This paper cites Cooper- ate or collapse: Emergence of sustainable cooperation in a society of llm agents, 2024.

Large Language Models in Politics and Democracy: A Comprehensive Survey Cooper- ate or collapse: Emergence of sustainable cooperation in a society of llm agents, 2024

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.607419Z

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=pdf_text observed=2026-08-12T04:58:55.127445Z digest=sha256:40dc91658acf6d9665b6aa69dbf43f4adf4189cd463f8744b849372e9e715b5b

Observation 4200cac6-7360-4011-8e9b-91ed6d0f2b40 · outbound

This paper cites Representation b ias in political sample simulations with large language models ,.

Large Language Models in Politics and Democracy: A Comprehensive Survey Representation b ias in political sample simulations with large language models ,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.593122Z

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.

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Observation d6bca9cf-9cbb-4a7c-897d-c3a4009ed5df · outbound

This paper cites Escala- tion risks from language models in military and diplomatic decision-making.

Large Language Models in Politics and Democracy: A Comprehensive Survey Escala- tion risks from language models in military and diplomatic decision-making

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.578530Z

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.

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Observation da129960-649d-45a0-8a1a-27880f9ae45c · outbound

This paper cites Sanders, Alex Ulinich, and Bruce Schneier.

Large Language Models in Politics and Democracy: A Comprehensive Survey Sanders, Alex Ulinich, and Bruce Schneier

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.563430Z

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=pdf_text observed=2026-08-12T04:58:55.142416Z digest=sha256:414082b0d360e819d64705ad693c96f70e98cf5cd1bd1f0d3d31c01d06184b6c

Observation ff17b778-c309-49c1-81b2-7332a3861e30 · outbound

This paper cites V era Liao, and Ziang Xiao.

Large Language Models in Politics and Democracy: A Comprehensive Survey V era Liao, and Ziang Xiao

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.548745Z

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=pdf_text observed=2026-08-12T04:58:55.147113Z digest=sha256:63d9058f0b4d13e662eae7adec1a6185c400e698cc9b7445b1679d05cb1d08f7

Observation 3b68c68a-87c7-4d94-bd37-bfb82533860a · outbound

This paper cites A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction.

Large Language Models in Politics and Democracy: A Comprehensive Survey A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-12T04:58:55.151795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:58:55.151795Z digest=sha256:4cc49affd055eb8b7e6adae9e31cc16b7a01555d4234819fde67905d9a3a01ee

Observation 3a46fbe2-4e39-48c2-ad32-c0b6f8110118 · outbound

This paper cites Large language models can argue in con - vincing and novel ways about politics: Evidence from ex- periments and human judgement.

Large Language Models in Politics and Democracy: A Comprehensive Survey Large language models can argue in con - vincing and novel ways about politics: Evidence from ex- periments and human judgement

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.533838Z

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=pdf_text observed=2026-08-12T04:58:55.156929Z digest=sha256:22496ac4489867ad68d499357837b88d0b43b7a8553e9f52869db7e7e4b82c04

Observation 766a788d-f22f-46e2-ac66-dd2e844a81b6 · outbound

This paper cites an unresolved cited work.

Large Language Models in Politics and Democracy: A Comprehensive Survey Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-12T04:58:55.519288Z

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=pdf_text observed=2026-08-12T04:58:55.161593Z digest=sha256:8eb2caf4a15dbde8cc6cf728e33279ad39d371a1b51732718b53bf46b36820f1

Observation abb63b11-3f8c-45ef-99b5-66739e4fc8b5 · outbound

This paper cites Bakker, Daniel Jar- rett, Hannah Sheahan, Martin J.

Large Language Models in Politics and Democracy: A Comprehensive Survey Bakker, Daniel Jar- rett, Hannah Sheahan, Martin J

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.503965Z

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=pdf_text observed=2026-08-12T04:58:55.167497Z digest=sha256:77a1c4211f2a2cc21385ff18a0153b534cd33cee34795fb7f6bdf460df1eb879

Observation b1aa5c02-8cf9-48ca-a9dc-a2a79a92d5d8 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Large Language Models in Politics and Democracy: A Comprehensive Survey LLaMA: Open and Efficient Foundation Language Models

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-12T04:58:55.172435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:58:55.172435Z digest=sha256:37cdc19211cdcf298904bf139153f580496976b0e24f0b87da782941c73cbf25

Observation e21b1f63-af66-40ec-9879-3b0efca5143a · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Large Language Models in Politics and Democracy: A Comprehensive Survey Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.488618Z

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=pdf_text observed=2026-08-12T04:58:55.177668Z digest=sha256:9ebc84d97c6a10408bee48ac3b3755ceea9aec1c963593a6f5f27f4c83871cab

Observation 63770ca0-bd23-4ae0-b8e2-143e41a19220 · outbound

This paper cites Artificial intelligen ce can persuade humans on political issues.

Large Language Models in Politics and Democracy: A Comprehensive Survey Artificial intelligen ce can persuade humans on political issues

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.473467Z

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=pdf_text observed=2026-08-12T04:58:55.182502Z digest=sha256:a114cfb7e92b9f5437374019b793ae8aec6fb8b8d97404a971d60d83433464bc

Observation fb029289-f43e-4fa7-a596-729e07cc1922 · outbound

This paper cites Hu- manoid agents: Platform for simulating human-like gener- ative agents.

Large Language Models in Politics and Democracy: A Comprehensive Survey Hu- manoid agents: Platform for simulating human-like gener- ative agents

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.457535Z

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=pdf_text observed=2026-08-12T04:58:55.187425Z digest=sha256:1b3c50d4b6818fea82ccd17c43e587a8247506606eb8a2b5324437c1db778b5a

Observation b391e5ac-00e7-4551-97f9-980a0f308f1f · outbound

This paper cites Epidemic modeling with gener- ative agents, 2023.

Large Language Models in Politics and Democracy: A Comprehensive Survey Epidemic modeling with gener- ative agents, 2023

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.440970Z

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=pdf_text observed=2026-08-12T04:58:55.192148Z digest=sha256:60d7fee35d9179c29a1666139cd587403618c3f9873aa301fc8e1f36fc99447d

Observation 3f32ca70-a059-4612-a475-d94d7fdc5d83 · outbound

This paper cites Simulating pub lic administration crisis: A novel generative agent-based sim u- lation system to lower technology barriers in social scienc e research, 2023.

Large Language Models in Politics and Democracy: A Comprehensive Survey Simulating pub lic administration crisis: A novel generative agent-based sim u- lation system to lower technology barriers in social scienc e research, 2023

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.423730Z

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=pdf_text observed=2026-08-12T04:58:55.196772Z digest=sha256:85fec2983ca32d3afa8884d9a04d44c96a41e94180878905539d5654a88d23ce

Observation 70d86301-eb16-47a4-ac8c-8b559b2056f2 · outbound

This paper cites Yang, Damian Dailisan, Marcin Korecki, Carin a I.

Large Language Models in Politics and Democracy: A Comprehensive Survey Yang, Damian Dailisan, Marcin Korecki, Carin a I

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.408123Z

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=pdf_text observed=2026-08-12T04:58:55.201362Z digest=sha256:4c05f065d1b0e5b512dfcdb1cac0d7e7164b2342c68646aa7773049917cb8014

Observation 7094861f-3672-4f94-a42d-d4361be814dc · outbound

This paper cites an unresolved cited work.

Large Language Models in Politics and Democracy: A Comprehensive Survey Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-12T04:58:55.392306Z

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=pdf_text observed=2026-08-12T04:58:55.205870Z digest=sha256:8a9ce26892e5d9ceb3ec25443c593ef3441cab03e15cc6ab1f79fb171b9d2402

Observation a67d0536-6082-4529-9438-3fb96e15e1f2 · outbound

This paper cites Electionsim: Massive population election simulation powered by large language model driven agents, 2024.

Large Language Models in Politics and Democracy: A Comprehensive Survey Electionsim: Massive population election simulation powered by large language model driven agents, 2024

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.376966Z

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=pdf_text observed=2026-08-12T04:58:55.210738Z digest=sha256:6f7bb8ce1f6e63df98ac6f7fd23275faca896c32a8c2831fcf0c9f80897a5224

Observation 2036c073-a86d-438e-b22b-e6864954dd5b · outbound

This paper cites AI Language Models Could Both Help and Harm Equity in Marine Policymaking: The Case Study of the BBNJ Question-Answering Bot.

Large Language Models in Politics and Democracy: A Comprehensive Survey AI Language Models Could Both Help and Harm Equity in Marine Policymaking: The Case Study of the BBNJ Question-Answering Bot

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-08-12T04:58:55.266461Z

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=pdf_text observed=2026-08-12T04:58:55.215566Z digest=sha256:cdf17fbc97dbe0b06cdbdeef27e62397b237169c85b63beeee58b2ca81a4da23

Observation 91e34103-1aea-4e73-b001-17b3893f2a62 · outbound

This paper cites Can large language models trans- form computational social science?, 2024.

Large Language Models in Politics and Democracy: A Comprehensive Survey Can large language models trans- form computational social science?, 2024

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:58:55.360958Z

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=pdf_text observed=2026-08-12T04:58:55.220439Z digest=sha256:c5b59f695f25b76a725e7f1a30fc2be5080d9dbab489553db66d368e384097a4

Pith citing papers

Observation 0f150a72-4ae8-45ca-9290-1120ef385713 · inbound

AGI, Governments, and Free Societies cites this paper.

AGI, Governments, and Free Societies Large Language Models in Politics and Democracy: A Comprehensive Survey

Reference 2019

Resolution
verified exact
local_arxiv, observed 2026-08-07T20:13:29.985613Z

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=pdf_text observed=2026-08-07T20:13:29.515567Z digest=sha256:412658c6a81a6b908ae2773efcd78a7b43d7c434fa0ef3109b51c7ba18b09b63