Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:08:24.017165Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 1 inbound Pith citation observation for arXiv:2507.06565.
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 2026-08-06T19:08:24.017165Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:08:24.017165Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T06:16:28.064256Z
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1d9d2f38-7d14-45d6-a09c-5c7e16408288 · outbound
A Mathematical Theory of Discursive Networks Attention Is All You Need
Reference 1
Source-reported events for the cited work
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Observation 30624c7e-15a5-4bc4-a763-d1e8e5772295 · outbound
A Mathematical Theory of Discursive Networks Language Models are Few-Shot Learners
Reference 2
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Unavailable: canonical work link unavailable.
Observation 34a38bbe-f6b1-4165-9767-ccde7741ead3 · outbound
A Mathematical Theory of Discursive Networks Survey of hallucination in natural language generation
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fef1d7ec-6940-489b-8f6e-d5aa95acc4fc · outbound
A Mathematical Theory of Discursive Networks On faithfulness and factuality in abstractive summarization
Reference 4
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Unavailable: canonical work link unavailable.
Observation 46167e71-0a4f-451f-9f17-c2265b5b660d · outbound
A Mathematical Theory of Discursive Networks Ethical and social risks of harm from Language Models
Reference 6
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Observation 8a69ce24-e4a7-4d93-86b7-d97b1c1c168b · outbound
A Mathematical Theory of Discursive Networks Retrieval-augmented generation for knowledge-intensive nlp tasks
Reference 7
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Unavailable: canonical work link unavailable.
Observation d211d5f9-91af-453c-a187-7c42ecea5eb9 · outbound
A Mathematical Theory of Discursive Networks Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 8
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Observation a2d1fed4-da77-4844-b18a-70e70e7afbe0 · outbound
A Mathematical Theory of Discursive Networks Large language models in medicine
Reference 9
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Unavailable: canonical work link unavailable.
Observation d0b43e8b-6fbd-4de6-8a46-d8f883a65ec0 · outbound
A Mathematical Theory of Discursive Networks ChatGPT utility in healthcare education, research, and practice: sys- tematic review on the promising perspectives and valid concerns
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f682a274-4437-454e-9094-6f3cd42927a9 · outbound
A Mathematical Theory of Discursive Networks Universal and Transferable Adversarial Attacks on Aligned Language Models
Reference 11
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Observation f9f4d88f-7416-4b51-909a-c9f90bc2b880 · outbound
A Mathematical Theory of Discursive Networks Jailbreaking Black Box Large Language Models in Twenty Queries
Reference 12
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Unavailable: canonical work link unavailable.
Observation 4a3c236d-41db-42e6-9f87-96d127181efe · outbound
A Mathematical Theory of Discursive Networks TruthfulQA: Measuring How Models Mimic Human Falsehoods
Reference 13
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Unavailable: canonical work link unavailable.
Observation c5d2a7b3-76ca-464c-a9f5-587b1fd3ca29 · outbound
A Mathematical Theory of Discursive Networks Truthful AI: Developing and governing AI that does not lie
Reference 14
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Unavailable: canonical work link unavailable.
Observation 2f4288ea-f9b3-4618-be84-036142390acc · outbound
A Mathematical Theory of Discursive Networks Excavating AI: The Politics of Images in Machine-Learning Training Sets
Reference 15
Source-reported events for the cited work
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Observation a724b13c-0e6b-4d30-b7b7-3d78e4b37014 · outbound
A Mathematical Theory of Discursive Networks A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
Reference 16
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Unavailable: canonical work link unavailable.
Observation 56c2d156-ecd7-45b9-a733-2594d1b1f19c · outbound
A Mathematical Theory of Discursive Networks Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation
Reference 17
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Unavailable: canonical work link unavailable.
Observation 67053539-6cde-43cb-b8b8-03ffc49d67ba · outbound
A Mathematical Theory of Discursive Networks Investigating the Robustness of Deductive Reasoning with Large Language Models
Reference 18
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Unavailable: canonical work link unavailable.
Observation 872d28cb-251d-4df4-b27e-809fa7104a68 · outbound
A Mathematical Theory of Discursive Networks RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models
Reference 19
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Unavailable: canonical work link unavailable.
Observation dcd0e694-a4a1-49af-9266-68f74fc50a47 · outbound
A Mathematical Theory of Discursive Networks JSONSchemaBench: A Rigorous Benchmark of Structured Outputs for Language Models
Reference 20
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Unavailable: canonical work link unavailable.
Observation 08dd3f18-8368-4f5b-bd6f-9b7c9d55f861 · outbound
A Mathematical Theory of Discursive Networks Stanford, CA: Stanford University Press, 1957
Reference 21
Source-reported events for the cited work
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Observation f0e7709f-02ea-49cd-ab2e-151504709a8e · outbound
A Mathematical Theory of Discursive Networks Cambridge, UK: Polity Press, 2001.doi:10.1086/343211
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 026411ab-43a2-447d-9a39-eab3e39438b5 · outbound
A Mathematical Theory of Discursive Networks Woddstock, NY: Overlook Books, 1974.url:https://lccn.loc.gov/73407323
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d5f2483b-2f04-4dcc-8c37-9f76e2f2f019 · outbound
A Mathematical Theory of Discursive Networks Living with Television: The Violence Profile
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8e1daa6-2868-4c3b-9cef-1fc0c7b55bd6 · outbound
A Mathematical Theory of Discursive Networks New York: Mc- Graw–Hill, 1964
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 57d62c90-099b-44e4-af6e-463697a3107d · outbound
A Mathematical Theory of Discursive Networks Herman and Noam Chomsky.Manufacturing Consent: The Political Econ- omy of the Mass Media
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b36d27a1-12c9-4823-9fa1-32e2a34acf55 · outbound
A Mathematical Theory of Discursive Networks New York: Harcourt Brace, 1951
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2c2adac3-4073-444d-a030-f12004855b97 · outbound
A Mathematical Theory of Discursive Networks New York: Knopf, 1965
Reference 28
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Observation a539ecbd-5576-4e73-9672-5ff5ce07cc62 · outbound
A Mathematical Theory of Discursive Networks Judgment under Uncertainty: Heuristics and Biases
Reference 29
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Unavailable: canonical work link unavailable.
Observation db8acc70-db30-461a-bf55-3561b44d04fa · outbound
A Mathematical Theory of Discursive Networks The Case for Motivated Reasoning
Reference 30
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Unavailable: canonical work link unavailable.
Observation db9a4ca6-5e60-4a49-afff-2bf59fad2869 · outbound
A Mathematical Theory of Discursive Networks Discourse Network Analysis: Policy Debates as Dynamic Networks
Reference 31
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Unavailable: canonical work link unavailable.
Observation 0517299a-d7f1-4e78-a5a2-40fbb1ad6629 · outbound
A Mathematical Theory of Discursive Networks Political Discourse Networks and the Conflict over Software Patents in Europe
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cacf623c-e7d7-4d73-ba33-44f004e78256 · outbound
A Mathematical Theory of Discursive Networks Kittler.Discourse Networks 1800/1900
Reference 33
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ae101aa9-22e0-4a13-b038-8af2179345aa · outbound
A Mathematical Theory of Discursive Networks Automatic Detection of Generated Text Is Easiest When Humans Are Fooled
Reference 34
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Unavailable: canonical work link unavailable.
Observation f6a8e027-5daa-47c5-bd17-1726284bfecd · outbound
A Mathematical Theory of Discursive Networks GLTR: Statistical Detection and Visualization of Generated Text
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 50790a41-c744-4811-af95-0a5382e76111 · outbound
A Mathematical Theory of Discursive Networks Political Discourse on Social Media: Echo Chambers, Gate- keepers, and the Price of Bipartisanship
Reference 36
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Unavailable: canonical work link unavailable.
Observation 90013a66-459d-46a4-92d3-7cdf66620d81 · outbound
A Mathematical Theory of Discursive Networks Are AI-Generated Text Detectors Robust to Adversarial Perturbations?
Reference 37
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Unavailable: canonical work link unavailable.
Observation 8953ab5a-3e62-40fb-aff4-6b5fa489ecfc · outbound
A Mathematical Theory of Discursive Networks A Practical Examination of AI-Generated Text Detectors for Large Language Models
Reference 38
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Observation 8530b27b-decd-4ba9-91d6-e33c5eee549d · outbound
A Mathematical Theory of Discursive Networks Can AI–Generated Text Be Reliably Detected?
Reference 39
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Observation 72767b8c-d3f2-4aa3-854d-f630aecb6377 · outbound
A Mathematical Theory of Discursive Networks The Curious Case of Neural Text Degeneration
Reference 41
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Observation fce2cd23-5e52-4e8b-bc64-b8e4627e8335 · outbound
A Mathematical Theory of Discursive Networks Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference
Reference 42
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Observation 7a3218d7-14e1-4d19-beac-08ea36231f4d · outbound
A Mathematical Theory of Discursive Networks Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?
Reference 43
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Observation 29919a2a-1170-4a9e-bf7f-d7ee090ecdb3 · outbound
A Mathematical Theory of Discursive Networks Language Models (Mostly) Know What They Know
Reference 44
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Observation f7e060b3-86c2-4cb2-a04a-65eb4e080315 · outbound
A Mathematical Theory of Discursive Networks On the Opportunities and Risks of Foundation Models
Reference 45
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Observation f63352f1-8f47-46c4-be2d-8301ff3905eb · outbound
A Mathematical Theory of Discursive Networks Augmented Language Models: a Survey
Reference 46
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Observation 4d6279b7-baaa-4816-8f9a-f6b7162633d3 · outbound
A Mathematical Theory of Discursive Networks Chain of Thought Prompting Elicits Reasoning in Large Lan- guage Models
Reference 47
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Observation 902b4551-cc14-4976-8319-944e098ea87d · outbound
A Mathematical Theory of Discursive Networks Training language models to follow instructions with human feedback
Reference 48
Source-reported events for the cited work
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Observation 37c2df4a-4cef-46ba-a93b-6b7e12d265fb · outbound
A Mathematical Theory of Discursive Networks Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm
Reference 49
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Observation 81f67e3a-d6cd-4140-8a09-e558d46a8e33 · outbound
A Mathematical Theory of Discursive Networks ProxyLLM : LLM-Driven Framework for Customer Support Through Text-Style Transfer
Reference 50
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Observation 1bbc0a91-da29-46b4-a768-539c44149cfe · outbound
A Mathematical Theory of Discursive Networks Generative Agents: Interactive Simulacra of Human Behavior
Reference 51
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Observation 27c246b3-1bc8-4440-9465-870255bc274b · outbound
A Mathematical Theory of Discursive Networks The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support
Reference 52
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Observation 72cc60d4-6d53-4725-9860-7b9179b64ba9 · outbound
A Mathematical Theory of Discursive Networks Stigmergic epistemology, stigmergic cognition
Reference 53
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Observation ec735735-e822-4137-b9cc-64ad17a19c4b · outbound
A Mathematical Theory of Discursive Networks Towards Mitigating Hallucination in Large Language Models via Self- Reflection
Reference 54
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Observation 182deb60-10fc-422f-a9d9-021c48c80f0d · outbound
A Mathematical Theory of Discursive Networks Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation
Reference 55
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Observation 21b22a64-21cf-4395-a7c6-3ac89d97b0bf · outbound
A Mathematical Theory of Discursive Networks A systematic review of research on the meaning, ethics and practices of authorship across scholarly disciplines
Reference 56
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Observation b8653477-b152-4594-b8bd-eb25d8c6967b · outbound
A Mathematical Theory of Discursive Networks Energy and Policy Consid- erations for Deep Learning in NLP
Reference 57
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Unavailable: canonical work link unavailable.
Observation 2d9c923c-ed48-4b54-9471-5c177dcc2055 · outbound
A Mathematical Theory of Discursive Networks On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?
Reference 58
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Observation e354361b-119e-46d1-bc65-e8b121bebcb5 · outbound
A Mathematical Theory of Discursive Networks Membership Inference Attacks Against Machine Learning Models
Reference 59
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Observation 6fedb953-e4e1-49ed-9b4e-52a7cdfee69c · outbound
A Mathematical Theory of Discursive Networks Universal Adversarial Triggers for Attacking and Analyzing NLP
Reference 60
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Observation 41d76df9-1313-49bf-aecd-6567328596c7 · outbound
A Mathematical Theory of Discursive Networks A Mathematical Theory of Discursive Networks
Reference 61
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Observation 41d76df9-1313-49bf-aecd-6567328596c7 · inbound
A Mathematical Theory of Discursive Networks A Mathematical Theory of Discursive Networks
Reference 61
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.