Paper Citation Record · LEDGER

A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2310.14724.

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

pith.paper-citation-record.v1
2310.14724 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T05:40:17.858739Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T19:05:47.068590Z

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 84c582e3-e9ab-4b39-85c1-ce314e3dcb98 · inbound

LLM Evaluators Recognize and Favor Their Own Generations cites this paper.

LLM Evaluators Recognize and Favor Their Own Generations A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-22T18:44:28.893321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3f81cdd1-edd6-4ace-a0cd-774c26525992 · inbound

GigaCheck: Detecting LLM-generated Content via Object-Centric Span Localization cites this paper.

GigaCheck: Detecting LLM-generated Content via Object-Centric Span Localization A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

Reference 82

Resolution: verified exact; arxiv_id, observed 2026-05-23T19:05:47.071207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e8540cfc-97bf-4723-b868-893139cf0282 · inbound

Modification and Generated-Text Detection: Achieving Dual Detection Capabilities for the Outputs of LLM by Watermark cites this paper.

Modification and Generated-Text Detection: Achieving Dual Detection Capabilities for the Outputs of LLM by Watermark A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T05:40:17.858739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38268a8e-6747-4509-b948-5d06bd383892 · inbound

ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability cites this paper.

ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-23T03:27:26.992279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 339885e6-6f3b-4555-a68c-3326de951817 · inbound

How does Misinformation Affect Large Language Model Behaviors and Preferences? cites this paper.

How does Misinformation Affect Large Language Model Behaviors and Preferences? A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:57.208126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b405e99-5f46-40a5-aef0-09bc0c192689 · inbound

The Arabic AI Fingerprint: Stylometric Analysis and Detection of Large Language Models Text cites this paper.

The Arabic AI Fingerprint: Stylometric Analysis and Detection of Large Language Models Text A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:53:47.172712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 962ec73f-a47e-4795-902a-2e056e5f42a9 · inbound

Sword and Shield: Uses and Strategies of LLMs in Navigating Disinformation cites this paper.

Sword and Shield: Uses and Strategies of LLMs in Navigating Disinformation A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

Reference 128

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:43.896471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c913614-f214-4c0c-a6f3-d015cf292f71 · inbound

AI Generated Text Detection Using Instruction Fine-tuned Large Language and Transformer-Based Models cites this paper.

AI Generated Text Detection Using Instruction Fine-tuned Large Language and Transformer-Based Models A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:28.837127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 834cd203-8732-48e2-9f1b-879312128114 · inbound

DSIPA: Detecting LLM-Generated Texts via Sentiment-Invariant Patterns Divergence Analysis cites this paper.

DSIPA: Detecting LLM-Generated Texts via Sentiment-Invariant Patterns Divergence Analysis A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:01:26.017517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cec8a973-a5e9-4ff1-bc95-7b2b99f6e884 · inbound

Paraphrasing Attack Resilience of Various AI-Generated Text Detection Methods cites this paper.

Paraphrasing Attack Resilience of Various AI-Generated Text Detection Methods A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-15T01:38:27.632060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.