Paper Citation Record · LEDGER

Characterizing the Effect of Noise in Language Generation in the Limit

As of 13 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 3 inbound Pith citation observations for arXiv:2601.21237.

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

pith.paper-citation-record.v1
2601.21237 v2

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T07:16:28.011713Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:17:27.029829Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T18:51:08.261493Z

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy0
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 632e520b-17bb-4251-b7e2-d663de54fc5a · outbound

This paper cites Safe Language Generation in the Limit.

Characterizing the Effect of Noise in Language Generation in the Limit Safe Language Generation in the Limit

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.884757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0901ff82-b0b1-4caf-96c2-a88cb891e24f · outbound

This paper cites Language generation: Complexity barriers and implications for learning, November 2025.

Characterizing the Effect of Noise in Language Generation in the Limit Language generation: Complexity barriers and implications for learning, November 2025

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.890598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa3dfac1-fb94-4dfa-9ab8-8e311ad073ce · outbound

This paper cites an unresolved cited work.

Characterizing the Effect of Noise in Language Generation in the Limit Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.895354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78b83cb2-7845-4a10-aa13-46008ae48479 · outbound

This paper cites Finding patterns common to a set of strings.

Characterizing the Effect of Noise in Language Generation in the Limit Finding patterns common to a set of strings

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.899904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bab7853c-aad2-453b-b149-e7a8bca099a6 · outbound

This paper cites Inductive inference of formal languages from positive data.

Characterizing the Effect of Noise in Language Generation in the Limit Inductive inference of formal languages from positive data

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.904823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae809324-37f3-41b8-9d1d-a001a89468a7 · outbound

This paper cites Language generation in the limit: Noise , loss, and feedback.

Characterizing the Effect of Noise in Language Generation in the Limit Language generation in the limit: Noise , loss, and feedback

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.909428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6911aae0-31e7-4e15-b107-a907f3de2913 · outbound

This paper cites Exploring facets of language generation in the limit.

Characterizing the Effect of Noise in Language Generation in the Limit Exploring facets of language generation in the limit

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.914838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 182f51c5-e07a-4210-85e4-ffbd14d3249b · outbound

This paper cites Pareto-optimal non-uniform language generation, October 2025.

Characterizing the Effect of Noise in Language Generation in the Limit Pareto-optimal non-uniform language generation, October 2025

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.919091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1263277a-9486-417e-8f45-65acb27ebe39 · outbound

This paper cites Mark Gold.

Characterizing the Effect of Noise in Language Generation in the Limit Mark Gold

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.923477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b05fd3a-b5cf-4eed-a858-aa7bcbec6a14 · outbound

This paper cites On Union-Closedness of Language Generation.

Characterizing the Effect of Noise in Language Generation in the Limit On Union-Closedness of Language Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.927856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7970f8c9-34b6-46e4-96be-99af75925b4d · outbound

This paper cites Tsang, and Masashi Sugiyama.

Characterizing the Effect of Noise in Language Generation in the Limit Tsang, and Masashi Sugiyama

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.933199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d17002a-0e70-48a8-9a4e-5068d9437149 · outbound

This paper cites Kearns and Ming Li.

Characterizing the Effect of Noise in Language Generation in the Limit Kearns and Ming Li

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.940040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8f6bfab-b000-4820-b5dc-7d28722a141a · outbound

This paper cites Kleinberg and Sendhil Mullainathan.

Characterizing the Effect of Noise in Language Generation in the Limit Kleinberg and Sendhil Mullainathan

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.944485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c00b39a-da23-4833-8617-b208495f4967 · outbound

This paper cites On Characterizations for Language Generation: Interplay of Hallucinations, Breadth, and Stability.

Characterizing the Effect of Noise in Language Generation in the Limit On Characterizations for Language Generation: Interplay of Hallucinations, Breadth, and Stability

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.948721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80480d18-96c9-4778-9f4a-a72096d8fb8f · outbound

This paper cites On the limits of language generation: Trade-offs between hallucination and mode-collapse.

Characterizing the Effect of Noise in Language Generation in the Limit On the limits of language generation: Trade-offs between hallucination and mode-collapse

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.953387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 088f51c6-ccc6-4d8c-84e6-73f40072e6f5 · outbound

This paper cites Why Language Models Hallucinate.

Characterizing the Effect of Noise in Language Generation in the Limit Why Language Models Hallucinate

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.957897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16ab5840-27e7-4721-a525-4239eff74164 · outbound

This paper cites an unresolved cited work.

Characterizing the Effect of Noise in Language Generation in the Limit Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.962986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ec2303f-c6f5-4676-819b-bd8a9e64a867 · outbound

This paper cites Density Measures for Language Generation.

Characterizing the Effect of Noise in Language Generation in the Limit Density Measures for Language Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.967306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 468b60ba-386d-4f31-9563-8453221881db · outbound

This paper cites Language generation and identification from partial enumeration: Tight density bounds and topological characterizations, November 2025.

Characterizing the Effect of Noise in Language Generation in the Limit Language generation and identification from partial enumeration: Tight density bounds and topological characterizations, November 2025

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.972362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eface51-2af4-448f-b392-39c7df2b3750 · outbound

This paper cites Hopkins, David Bau, Fernanda B.

Characterizing the Effect of Noise in Language Generation in the Limit Hopkins, David Bau, Fernanda B

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.977009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 796b2075-6998-4fd5-9454-2f91fadd8fce · outbound

This paper cites Generation through the lens of learning theory.

Characterizing the Effect of Noise in Language Generation in the Limit Generation through the lens of learning theory

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.981293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d55c90b-90bc-470f-a8f6-411342f1ee99 · outbound

This paper cites an unresolved cited work.

Characterizing the Effect of Noise in Language Generation in the Limit Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.985513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9a15472-2dde-4884-9b94-d9f29d478960 · outbound

This paper cites Language generation with infinite contamination, November 2025.

Characterizing the Effect of Noise in Language Generation in the Limit Language generation with infinite contamination, November 2025

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.989518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63900a39-a59a-425b-b326-3eecbf5e8825 · outbound

This paper cites Dhillon, Pradeep Ravikumar, and Ambuj Tewari.

Characterizing the Effect of Noise in Language Generation in the Limit Dhillon, Pradeep Ravikumar, and Ambuj Tewari

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.994163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cba56849-07b7-4dac-bfc7-0355ec6a87da · outbound

This paper cites Representative language generation.

Characterizing the Effect of Noise in Language Generation in the Limit Representative language generation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:27.998407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfaf11d7-ee68-4315-a623-0cf3728bb84b · outbound

This paper cites Generation from noisy examples.

Characterizing the Effect of Noise in Language Generation in the Limit Generation from noisy examples

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:28.002998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddda7286-c172-4540-849f-31507bff678e · outbound

This paper cites Learning to reweight examples for robust deep learning.

Characterizing the Effect of Noise in Language Generation in the Limit Learning to reweight examples for robust deep learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:28.007192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff7d5380-9aa3-4f75-83de-fe1444609262 · outbound

This paper cites Chen, Ashesh Rambachan, Jon M.

Characterizing the Effect of Noise in Language Generation in the Limit Chen, Ashesh Rambachan, Jon M

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T07:16:28.011713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b140792a-4b78-4323-9183-8b149615d45b · inbound

Contrastive Identification and Generation in the Limit cites this paper.

Contrastive Identification and Generation in the Limit Characterizing the Effect of Noise in Language Generation in the Limit

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-06-02T03:04:04.045530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dbe88281-1b7e-435f-b310-9f40a1205981 · inbound

Hallucination Rates in Language Generation cites this paper.

Hallucination Rates in Language Generation Characterizing the Effect of Noise in Language Generation in the Limit

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:51.188290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9981f20b-2ee6-46fe-82e0-58f662d286da · inbound

On Computational Hardness of Mistake-Bounded Language Generation: A Random-Oracle Query Separation cites this paper.

On Computational Hardness of Mistake-Bounded Language Generation: A Random-Oracle Query Separation Characterizing the Effect of Noise in Language Generation in the Limit

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T11:17:27.029829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.