Paper Citation Record · LEDGER

Strong Model Collapse

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 24 inbound Pith citation observations for arXiv:2410.04840.

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

pith.paper-citation-record.v1
2410.04840 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 24 of 24 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:12:21.922873Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T00:15:09.312708Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a168e770-2e3b-4079-8070-1cb125594ecd · inbound

Asymptotics of Linear Regression with Linearly Dependent Data cites this paper.

Asymptotics of Linear Regression with Linearly Dependent Data Strong Model Collapse

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-11T22:18:04.177306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 984c5839-80c7-4eaa-b340-4b0f6df82317 · inbound

Analyzing and Mitigating Model Collapse in Rectified Flow Models cites this paper.

Analyzing and Mitigating Model Collapse in Rectified Flow Models Strong Model Collapse

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T18:14:24.062182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9426318e-9a0c-40b1-9e46-398078daf04d · inbound

How to Synthesize Text Data without Model Collapse? cites this paper.

How to Synthesize Text Data without Model Collapse? Strong Model Collapse

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T12:05:48.426334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21d51e08-4c6d-4668-87f7-a75324e11a01 · inbound

Theoretical Proof that Auto-regressive Language Models Collapse when Real-world Data is a Finite Set cites this paper.

Theoretical Proof that Auto-regressive Language Models Collapse when Real-world Data is a Finite Set Strong Model Collapse

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T11:55:12.102720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eb2c0b3-031c-4ea7-993d-3f056f448111 · inbound

Reformulation for Pretraining Data Augmentation cites this paper.

Reformulation for Pretraining Data Augmentation Strong Model Collapse

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T23:08:36.446828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fab97c1a-4268-4b55-8dd0-ec03a7c28cd1 · inbound

Generating on Generated: An Approach Towards Self-Evolving Diffusion Models cites this paper.

Generating on Generated: An Approach Towards Self-Evolving Diffusion Models Strong Model Collapse

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T20:00:33.918994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96c6db6c-dc2c-49ec-aaf2-2097805ff81e · inbound

Will LLMs Scaling Hit the Wall? Breaking Barriers via Distributed Resources on Massive Edge Devices cites this paper.

Will LLMs Scaling Hit the Wall? Breaking Barriers via Distributed Resources on Massive Edge Devices Strong Model Collapse

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-23T01:05:16.331326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4c65d503-60c3-4471-827d-eaa022c6c5fe · inbound

Domain Regeneration: How well do LLMs match syntactic properties of text domains? cites this paper.

Domain Regeneration: How well do LLMs match syntactic properties of text domains? Strong Model Collapse

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T22:12:21.922873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c13c00d5-783b-41ba-be42-f4ec591f9d3d · inbound

Benchmarking and Rethinking Knowledge Editing for Large Language Models cites this paper.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Strong Model Collapse

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:43.769407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5cf4c0f-e01f-4873-8f59-e6288c5fa59d · inbound

LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs cites this paper.

LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs Strong Model Collapse

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:59:47.622164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e72d7c3-b68b-44bd-8161-0031bba4bf4c · inbound

Data Curation Matters: Model Collapse and Spurious Shift Performance Prediction from Training on Uncurated Text Embeddings cites this paper.

Data Curation Matters: Model Collapse and Spurious Shift Performance Prediction from Training on Uncurated Text Embeddings Strong Model Collapse

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:50.464745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bcb2006-a0a3-4586-9a10-828463c2288e · inbound

What Matters in LLM-generated Data: Diversity and Its Effect on Model Fine-Tuning cites this paper.

What Matters in LLM-generated Data: Diversity and Its Effect on Model Fine-Tuning Strong Model Collapse

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T23:12:18.920822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2be2b16b-53ba-4e57-96af-843ea5b13683 · inbound

Model Collapse Is Not a Bug but a Feature in Machine Unlearning for LLMs cites this paper.

Model Collapse Is Not a Bug but a Feature in Machine Unlearning for LLMs Strong Model Collapse

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:50.858021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63873c1c-b5f5-4c7c-8dcd-6ad92c865d88 · inbound

Sealing The Backdoor: Unlearning Adversarial Text Triggers In Diffusion Models Using Knowledge Distillation cites this paper.

Sealing The Backdoor: Unlearning Adversarial Text Triggers In Diffusion Models Using Knowledge Distillation Strong Model Collapse

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-05T18:47:45.320848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1024d491-7ca7-4d35-b713-16a1fb942ee1 · inbound

Knowledge Collapse in LLMs: When Fluency Survives but Facts Fail under Recursive Synthetic Training cites this paper.

Knowledge Collapse in LLMs: When Fluency Survives but Facts Fail under Recursive Synthetic Training Strong Model Collapse

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T16:33:31.909316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f69569c-b713-48c9-878f-bac6ad083715 · inbound

Epistemic diversity across language models mitigates knowledge collapse cites this paper.

Epistemic diversity across language models mitigates knowledge collapse Strong Model Collapse

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T15:57:14.257493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e6b4a21-f2f7-4556-ac2b-cd36a05ad8a0 · inbound

Generative artificial intelligence reduces social welfare through model collapse cites this paper.

Generative artificial intelligence reduces social welfare through model collapse Strong Model Collapse

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:56:05.944753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ae122c07-ca55-4a7a-9495-2d96e17302d9 · inbound

The Impact of AI-Generated Text on the Internet cites this paper.

The Impact of AI-Generated Text on the Internet Strong Model Collapse

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-10T14:05:29.776890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0fa508db-7dc5-478b-bc6e-c2e76111dd76 · inbound

LLM Ghostbusters: Surgical Hallucination Suppression via Adaptive Unlearning cites this paper.

LLM Ghostbusters: Surgical Hallucination Suppression via Adaptive Unlearning Strong Model Collapse

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:06:21.445243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eddec058-0ef5-4275-8ce6-7b867864caaf · inbound

Position: the Stochastic Parrot in the Coal Mine. Model Collapse is a Threat to Low-Resource Communities cites this paper.

Position: the Stochastic Parrot in the Coal Mine. Model Collapse is a Threat to Low-Resource Communities Strong Model Collapse

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:35:40.872329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d5da17b7-297e-4213-9c8f-495f2242b6b6 · inbound

Position: the Stochastic Parrot in the Coal Mine. Model Collapse is a Threat to Low-Resource Communities cites this paper.

Position: the Stochastic Parrot in the Coal Mine. Model Collapse is a Threat to Low-Resource Communities Strong Model Collapse

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T00:15:09.314763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ed749edb-2612-4f9c-b33f-0a43728d2850 · inbound

Unlocking LLM Creativity in Science through Analogical Reasoning cites this paper.

Unlocking LLM Creativity in Science through Analogical Reasoning Strong Model Collapse

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:57:05.682823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 77e0b53e-27ef-4bc8-8286-f6dabb699bab · inbound

Revisiting Parameter-Based Knowledge Editing in Large Language Models: Theoretical Limits and Empirical Evidence cites this paper.

Revisiting Parameter-Based Knowledge Editing in Large Language Models: Theoretical Limits and Empirical Evidence Strong Model Collapse

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:32:35.481748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 12fab67b-2f47-472f-9727-f9390d56eb8f · inbound

Self-Poisoning in Adaptive Out-of-Distribution Detection: A Sharp-Threshold Theory and Certified Label-Free Calibration cites this paper.

Self-Poisoning in Adaptive Out-of-Distribution Detection: A Sharp-Threshold Theory and Certified Label-Free Calibration Strong Model Collapse

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T08:31:09.057320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.