Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T19:52:04.212115Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 100 of 293 outbound references and 1 inbound Pith citation observation for arXiv:2412.06864.
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 2026-08-11T19:52:04.212115Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:03:47.600221Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T20:03:55.631295Z
100 of 293 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 51699125-d118-437c-9c30-1bbe9cda9b90 · outbound
Political-LLM: Large Language Models in Political Science Theshakyfoundationsoflargelanguagemodelsandfoundation models for electronic health records.npj Digital Medicine, 6(1):135, 2023
Reference 1
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Observation ec60e043-91fc-4eac-8ecd-babdd97189fb · outbound
Political-LLM: Large Language Models in Political Science Are large language models ready for healthcare? a comparative study on clinical language understanding
Reference 2
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Observation 16a6ed30-4239-4936-911f-6b900edac1fe · outbound
Political-LLM: Large Language Models in Political Science Retrieval-reasoning large language model-based synthetic clinical trial generation.arXiv preprint arXiv:2410.12476, 2024
Reference 3
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Observation 53f0322f-c22e-4fd8-8812-7e4a26535169 · outbound
Political-LLM: Large Language Models in Political Science ClinicalAgent: Clinical Trial Multi-Agent System with Large Language Model-based Reasoning
Reference 4
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Observation bfa10ee7-a465-428f-9fb2-b31a596f59b7 · outbound
Political-LLM: Large Language Models in Political Science Finbert: A large language model for extracting information from financial text.Contemporary Accounting Research, 40(2):806–841, 2023
Reference 5
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Observation 109ab361-666d-42ae-957b-d9be254a3d80 · outbound
Political-LLM: Large Language Models in Political Science BloombergGPT: A Large Language Model for Finance
Reference 6
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Observation 53e9d03b-bf0d-42f4-8216-39d13c4b2299 · outbound
Political-LLM: Large Language Models in Political Science Pixiu: A comprehensive benchmark, instruction dataset and large language model for finance
Reference 7
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Observation 935551ca-f51f-4dcf-894c-1a0482bae444 · outbound
Political-LLM: Large Language Models in Political Science Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
Reference 8
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Observation 610a9744-ba77-4800-874f-04ba7e4ca0ba · outbound
Political-LLM: Large Language Models in Political Science A comprehensive survey of scientific large language models and their applications in scientific discovery
Reference 9
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Observation 4003ca3e-8b75-447e-a79c-3dfd117ead98 · outbound
Political-LLM: Large Language Models in Political Science Drugagent: Automating ai-aided drug discovery programming through llm multi-agent collaboration.arXiv, 2024
Reference 10
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Observation 39c170cd-6630-4bff-9fa7-4afb4f9639f7 · outbound
Political-LLM: Large Language Models in Political Science Open-ti: Open traffic intelligence with augmented language model.International Journal of Machine Learning and Cybernetics, pages 1–26, 2024
Reference 11
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Observation 7b18161a-a025-48eb-be42-8e8a725dd73c · outbound
Political-LLM: Large Language Models in Political Science Prompt to transfer: Sim-to-real transfer for traffic signal control with prompt learning
Reference 12
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Observation c9ca0f08-1868-45e2-8e9c-e4d709a6e065 · outbound
Political-LLM: Large Language Models in Political Science Urban foundation models: A survey
Reference 13
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Observation 6d0abb5e-dd94-46d9-a7a4-604b45713b47 · outbound
Political-LLM: Large Language Models in Political Science Opencity: Open spatio- temporal foundation models for traffic prediction.arXiv preprint arXiv:2408.10269, 2024
Reference 14
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Observation d87843e8-7ba7-4401-b171-f59f364e149b · outbound
Political-LLM: Large Language Models in Political Science Chatgpt for good? on opportunities and challenges of large language models for education.Learning and individual differences, 103:102274, 2023
Reference 15
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Observation fc6751f1-26bf-41ac-a358-8f1605339754 · outbound
Political-LLM: Large Language Models in Political Science Large language models for education: Grading open-ended questions using chatgpt
Reference 16
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Observation 3f141f2c-c274-412b-b646-c236dfd2c0e8 · outbound
Political-LLM: Large Language Models in Political Science Can large language models make the grade? an empirical study evaluating llms ability to mark short answer questions in k-12 education
Reference 17
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Observation 545da032-fe02-4991-85de-0e337048ca7a · outbound
Political-LLM: Large Language Models in Political Science Large Language Models: A Survey
Reference 18
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Observation 1049f144-a316-4182-8ca7-7b9f339e5c9f · outbound
Political-LLM: Large Language Models in Political Science A Survey of Large Language Models
Reference 19
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Observation 842fafa5-87ed-447f-a6bc-e054460ddc5b · outbound
Political-LLM: Large Language Models in Political Science Largelanguagemodels and politicalscience
Reference 20
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Observation ce6edd2b-d917-42b3-868d-1fd051d1f839 · outbound
Political-LLM: Large Language Models in Political Science Outofone,many: Usinglanguagemodelstosimulatehumansamples
Reference 21
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Observation cf53dcd2-ab99-48be-90a0-ce4c118a8d3f · outbound
Political-LLM: Large Language Models in Political Science Can large language models transform computational social science?Computational Linguistics, 50(1):237–291, 2024
Reference 22
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Observation 7ddb7b0e-c823-4889-80ef-6d148141090c · outbound
Political-LLM: Large Language Models in Political Science Using large language models in psychology.Nature Reviews Psychology, 2(11):688–701, 2023
Reference 23
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Observation de834905-296c-4a78-918d-b0fb13addcad · outbound
Political-LLM: Large Language Models in Political Science How artificial intelligence can influence elections: Analyzing the large language models (llms) political bias
Reference 24
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Observation 04efb3f9-db09-416f-b536-1a55331476ef · outbound
Political-LLM: Large Language Models in Political Science On political theory and large language models.Political Theory, 52(4):548–580, 2024
Reference 25
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Observation 9c1f5521-786c-40d5-a95c-968d17bf4d9a · outbound
Political-LLM: Large Language Models in Political Science Political bias in large language models.The Commons: Puget Sound Journal of Politics, 4(1):2, 2023
Reference 26
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Observation 9254565c-2b59-4bd1-a260-26a0272852ca · outbound
Political-LLM: Large Language Models in Political Science Power and political institutions.Perspectives on politics, 3(2):215–233, 2005
Reference 27
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Observation e6c924d0-0bb9-44a2-ba69-6c521bd4c8f7 · outbound
Political-LLM: Large Language Models in Political Science Unresolved cited work
Reference 28
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Observation 78c1451d-a242-44b0-ba06-34680503d273 · outbound
Political-LLM: Large Language Models in Political Science Large-scale computerized text analysis in political science: Opportunities and challenges.Annual Review of Political Science, 20(1):529–544, 2017
Reference 29
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Observation 9d1f3dc3-c5ad-4e21-969e-14a100786ab1 · outbound
Political-LLM: Large Language Models in Political Science # election2020: the first public twitter dataset on the 2020 us presidential election.Journal of Computational Social Science, pages 1–18, 2022
Reference 30
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Observation f6d38d67-fa72-499e-a977-73f880e9d176 · outbound
Political-LLM: Large Language Models in Political Science Qualitative methods.Annual Review of Political Science, 20(1):15–36, 2017
Reference 31
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Observation 1b2b6d60-95d9-4c75-bfbe-2ef55151f5b7 · outbound
Political-LLM: Large Language Models in Political Science ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning
Reference 32
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Observation efbaefb8-b11d-4c98-8d37-f9a2c4e50c88 · outbound
Political-LLM: Large Language Models in Political Science Large language models as a substitute for human experts in annotating political text.Research & Politics, 11(1):20531680241236239, 2024
Reference 33
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Observation 18b685d4-5c03-48e5-b5ed-60a8d984e83b · outbound
Political-LLM: Large Language Models in Political Science Summary of chatgpt-related research and perspective towards the future of large language models.Meta-Radiology, page 100017, 2023
Reference 34
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Observation 418598b7-1eff-48c0-9f1f-330f911ed040 · outbound
Political-LLM: Large Language Models in Political Science Secap: Speech emotion captioning with large language model
Reference 35
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Observation 7d96d437-a10d-4401-8f4b-646c4c87c37a · outbound
Political-LLM: Large Language Models in Political Science DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services
Reference 36
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Observation bdd28a8a-cfe3-461c-83b5-55a13b876af4 · outbound
Political-LLM: Large Language Models in Political Science LLaMandement: Large Language Models for Summarization of French Legislative Proposals
Reference 37
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Observation 005e96e3-67ef-44ff-aede-02a25031da71 · outbound
Political-LLM: Large Language Models in Political Science Simulating Social Media Using Large Language Models to Evaluate Alternative News Feed Algorithms
Reference 38
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Observation 874aa1b5-facb-4fdd-952e-00456a167add · outbound
Political-LLM: Large Language Models in Political Science Turkishbertweet: Fast and reliable large language model for social media analysis
Reference 39
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Observation 962582f7-9a57-4848-a35f-d9884808df11 · outbound
Political-LLM: Large Language Models in Political Science Benchmarking large language models for news summarization.Transactions of the Association for Computational Linguistics, 12:39–57, 2024
Reference 40
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Observation 846913da-4af0-4533-8452-f1171e266f57 · outbound
Political-LLM: Large Language Models in Political Science Bias of ai-generated content: an examination of news produced by large language models.Scientific Reports, 14(1):5224, 2024
Reference 41
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Observation e1cb822c-8861-471e-8370-246b1e3d9597 · outbound
Political-LLM: Large Language Models in Political Science The Political Preferences of LLMs
Reference 42
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Observation 395c040e-07db-4160-b171-ed3b02981921 · outbound
Political-LLM: Large Language Models in Political Science The persuasive power of large language models
Reference 43
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Observation c55f3ecb-8deb-48ea-ad88-74941557fd85 · outbound
Political-LLM: Large Language Models in Political Science Escalation risks from language models in military and diplomatic decision-making
Reference 44
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Observation 1816f4f7-a236-481c-a71e-d176a8647359 · outbound
Political-LLM: Large Language Models in Political Science Can LLMs Help Predict Elections? (Counter)Evidence from the World's Largest Democracy
Reference 45
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Observation 2d84cb9f-b2a3-4f57-b055-658fa9206eea · outbound
Political-LLM: Large Language Models in Political Science Sentiment Analysis in the Era of Large Language Models: A Reality Check
Reference 46
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Observation d6fb32dd-ef37-4de8-a29e-09bd440eeb48 · outbound
Political-LLM: Large Language Models in Political Science From social media to ballot box: Leveraging location-aware sentiment analysis for election predictions.Computers, Materials & Continua, 77(3), 2023
Reference 47
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Observation b4db83de-aeee-4dcb-b6e5-49dea264f05b · outbound
Political-LLM: Large Language Models in Political Science ElectionSim: Massive Population Election Simulation Powered by Large Language Model Driven Agents
Reference 48
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Observation 298e2812-745d-4833-8fcb-a73c69abc300 · outbound
Political-LLM: Large Language Models in Political Science Hidden Persuaders: LLMs' Political Leaning and Their Influence on Voters
Reference 49
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Observation c984160d-00cb-487d-8112-37bf239f65c6 · outbound
Political-LLM: Large Language Models in Political Science Whose opinions do language models reflect? InInternational Conference on Machine Learning, pages 29971–30004, 2023
Reference 50
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Observation 47f6ca67-dfb6-49b0-b8ff-8c28a50de995 · outbound
Political-LLM: Large Language Models in Political Science Public opinion on welfare state recalibration in times of austerity: Evidence from survey experiments.Political Science Research and Methods, 11(1):34–52, 2023
Reference 51
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Observation dec89698-5bb5-4776-83f8-3bc04eeabcb8 · outbound
Political-LLM: Large Language Models in Political Science Intelligent computing social modeling and methodological innovations in political science in the era of large language models.arXiv preprint arXiv:2410.16301, 2024
Reference 52
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Observation 460b9887-4f7f-46d4-97e7-f809ae9ddd77 · outbound
Political-LLM: Large Language Models in Political Science Codebook llms: Adapting political science codebooks for llm use and adapting llms to follow codebooks.arXiv preprint arXiv:2407.10747, 2024
Reference 53
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Observation 2174544e-6a6f-4db0-8e08-f54ce208ff9e · outbound
Political-LLM: Large Language Models in Political Science Unifying local and global knowledge: Empowering large language models as political experts with knowledge graphs
Reference 54
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Observation 30755c48-b0d0-47d8-8ca1-7c42cda5a57c · outbound
Political-LLM: Large Language Models in Political Science Simulating The U.S. Senate: An LLM-Driven Agent Approach to Modeling Legislative Behavior and Bipartisanship
Reference 55
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Observation 44bc7079-4ffb-4801-a2e7-c9f88dea0ded · outbound
Political-LLM: Large Language Models in Political Science How Susceptible are Large Language Models to Ideological Manipulation?
Reference 56
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Observation 6d0e6504-2e14-455e-b869-206c5b214168 · outbound
Political-LLM: Large Language Models in Political Science Inducing Political Bias Allows Language Models Anticipate Partisan Reactions to Controversies
Reference 57
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Observation f827573c-7095-44e5-8afc-48f49ff969cf · outbound
Political-LLM: Large Language Models in Political Science LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples
Reference 58
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Observation 3bf921ea-d639-4cea-8e35-46436c6e554a · outbound
Political-LLM: Large Language Models in Political Science Asurveyonlargelanguage model (llm) security and privacy: The good, the bad, and the ugly.High-Confidence Computing, page 100211, 2024
Reference 59
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Observation 9710a466-5cc6-4a83-89df-fd5af3f980f6 · outbound
Political-LLM: Large Language Models in Political Science Integrating large language models in political discourse studies on social media: Challenges of validating an llms-in-the-loop pipeline.Sociologica, 18(2):87–107, 2024
Reference 60
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Observation 7cb9e507-ddde-475f-987e-dc53c822d48e · outbound
Political-LLM: Large Language Models in Political Science Editing Factual Knowledge in Language Models
Reference 61
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Observation 43e5a494-fc21-4755-8975-3be61127a628 · outbound
Political-LLM: Large Language Models in Political Science Knowledge editing for large language models: A survey.ACM Computing Surveys, 2023
Reference 62
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Observation 0424f23f-77b2-42d5-af59-978f70668b71 · outbound
Political-LLM: Large Language Models in Political Science Rethinking Machine Unlearning for Large Language Models
Reference 63
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Observation fc1edfba-c382-45af-90b6-6df4f167dc35 · outbound
Political-LLM: Large Language Models in Political Science Towards Safer Large Language Models through Machine Unlearning
Reference 64
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Observation 2c19dbf3-1a72-41b8-a230-093a290f4bf5 · outbound
Political-LLM: Large Language Models in Political Science LLM-POTUS Score: A Framework of Analyzing Presidential Debates with Large Language Models
Reference 65
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Observation c8460bbc-1994-4e28-a762-52bba791c2b3 · outbound
Political-LLM: Large Language Models in Political Science More human than human: Measuring chatgpt political bias.Public Choice, 198(1):3–23, 2024
Reference 66
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Observation 43b9c34b-48a1-41e6-8c4b-3995ce8595ec · outbound
Political-LLM: Large Language Models in Political Science Large language models and political science
Reference 67
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Observation 137830e7-a4ec-492b-80cd-ab3a90361fff · outbound
Political-LLM: Large Language Models in Political Science Enhancing LLM-Based Text Classification in Political Science: Automatic Prompt Optimization and Dynamic Exemplar Selection for Few-Shot Learning
Reference 68
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Observation b66e7342-9452-4c20-a359-9ac4a90ad4ed · outbound
Political-LLM: Large Language Models in Political Science L(u)PIN: LLM-based Political Ideology Nowcasting
Reference 69
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Observation f4ba6637-827e-4a53-aa28-7f4275ee0b77 · outbound
Political-LLM: Large Language Models in Political Science LLM Voting: Human Choices and AI Collective Decision Making
Reference 70
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Observation 0fb86450-6e49-4488-9849-1e7975005645 · outbound
Political-LLM: Large Language Models in Political Science DeLLMa: Decision Making Under Uncertainty with Large Language Models
Reference 71
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Observation 40371f75-f069-4cad-8353-6f427ded5cec · outbound
Political-LLM: Large Language Models in Political Science Deep learning for political science.The SAGE handbook of research methods in political science and international relations, pages 1053–1078, 2020
Reference 72
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Observation 64de7e30-5c38-4799-9c2c-2700ec106c4c · outbound
Political-LLM: Large Language Models in Political Science Large Language Models Can Be Used to Estimate the Latent Positions of Politicians
Reference 73
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Observation bac9ada4-64ea-491d-ad6f-b4796c06810c · outbound
Political-LLM: Large Language Models in Political Science Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024
Reference 74
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Observation 71dab5d3-7fdd-4ce3-a19f-91b8acdcc088 · outbound
Political-LLM: Large Language Models in Political Science Demonstrations of the Potential of AI-based Political Issue Polling
Reference 76
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Observation c66f20b6-f6f4-4ba9-b1d4-347f5b7fc399 · outbound
Political-LLM: Large Language Models in Political Science Comparingthepersuasivenessof role-playing large language models and human experts on polarized us political issues.OSF Preprints, 10, 2023
Reference 77
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Observation 12a8244d-8f71-412e-8501-a27c9d1cbcbe · outbound
Political-LLM: Large Language Models in Political Science Can LLMs advance democratic values?
Reference 78
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Observation c710c097-cf82-4a30-a7c4-96f0fe5a8d33 · outbound
Political-LLM: Large Language Models in Political Science Large language models (llms) as agents for augmented democracy.Philosophical Transactions A, 382(2285):20240100, 2024
Reference 79
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Observation d6f7a174-6592-4864-a442-5e4ebe188a0a · outbound
Political-LLM: Large Language Models in Political Science A comparison of methods in political science text classification: Transfer learning language models for politics.Available at SSRN 3724644, 2020
Reference 80
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Observation b657b0b3-e622-4cdb-b53f-6ec426edb6d3 · outbound
Political-LLM: Large Language Models in Political Science Applications of gpt in political science research, 2024
Reference 81
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Observation 2ccba5f5-5a93-44e2-b83c-1a698288c569 · outbound
Political-LLM: Large Language Models in Political Science The political biases of chatgpt.Social Sciences, 12(3):148, 2023
Reference 82
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Observation 01d752fc-1af9-4935-81eb-4b75afea3834 · outbound
Political-LLM: Large Language Models in Political Science How to train your stochastic parrot: Large language models for political texts
Reference 83
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Observation 5c1003d0-00e8-49a4-b5fd-fb8c6069554c · outbound
Political-LLM: Large Language Models in Political Science Ethical and social risks of harm from Language Models
Reference 84
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Observation e091514c-0937-42e2-9292-462aca3e5938 · outbound
Political-LLM: Large Language Models in Political Science A survey on computational politics.IEEE Access, 8:197379–197406, 2020
Reference 85
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Observation 5b8063b4-a779-4867-9852-2a372f2de48b · outbound
Political-LLM: Large Language Models in Political Science Machine learning for social science: An agnostic approach.Annual Review of Political Science, 24(1):395–419, 2021
Reference 86
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Observation c3176c9c-bcdc-4431-bf37-3b1ac5d07f57 · outbound
Political-LLM: Large Language Models in Political Science Ananalysisofthe2002presidentialelectionsusinglogisticregression
Reference 87
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Observation 0d882ff2-83ac-498e-98ac-e55dc37f3cfc · outbound
Political-LLM: Large Language Models in Political Science Separating the wheat from the chaff: Applications of automated document classification using support vector machines.Political analysis, 22(2):224–242, 2014
Reference 88
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Observation 8935930c-18f2-4e60-8867-0bcdfc285bee · outbound
Political-LLM: Large Language Models in Political Science Distributed representations of words and phrases and their compositionality.Advances in neural information processing systems, 26, 2013
Reference 89
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Observation 6008c51c-1dec-415d-9747-ad97ba9640dc · outbound
Political-LLM: Large Language Models in Political Science BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 90
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