Paper Citation Record · LEDGER

Psychological Health Knowledge-Enhanced LLM-based Social Network Crisis Intervention Text Transfer Recognition Method

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2504.07983.

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

pith.paper-citation-record.v1
2504.07983 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:53:38.340022Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:08:53.181610Z

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 89e94642-2188-4d58-8a01-54f18c7b88ae · inbound

LLM-Driven E-Commerce Marketing Content Optimization: Balancing Creativity and Conversion cites this paper.

LLM-Driven E-Commerce Marketing Content Optimization: Balancing Creativity and Conversion Psychological Health Knowledge-Enhanced LLM-based Social Network Crisis Intervention Text Transfer Recognition Method

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:12.533212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c717262b-80b1-4a52-83dd-5bc3d335e2da · inbound

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks cites this paper.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Psychological Health Knowledge-Enhanced LLM-based Social Network Crisis Intervention Text Transfer Recognition Method

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:54.197614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c76514c8-c261-4f70-a05b-8eac99b51bb2 · inbound

A Reinforcement-Learning-Enhanced LLM Framework for Automated A/B Testing in Personalized Marketing cites this paper.

A Reinforcement-Learning-Enhanced LLM Framework for Automated A/B Testing in Personalized Marketing Psychological Health Knowledge-Enhanced LLM-based Social Network Crisis Intervention Text Transfer Recognition Method

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:53:38.340022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7c6f525-5ba2-471f-8691-03edb69761e3 · inbound

Research on Model Parallelism and Data Parallelism Optimization Methods in Large Language Model-Based Recommendation Systems cites this paper.

Research on Model Parallelism and Data Parallelism Optimization Methods in Large Language Model-Based Recommendation Systems Psychological Health Knowledge-Enhanced LLM-based Social Network Crisis Intervention Text Transfer Recognition Method

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T23:34:56.871257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 423bd2b0-92d6-4762-a4be-eb67c67cd2c8 · inbound

Research on Low-Latency Inference and Training Efficiency Optimization for Graph Neural Network and Large Language Model-Based Recommendation Systems cites this paper.

Research on Low-Latency Inference and Training Efficiency Optimization for Graph Neural Network and Large Language Model-Based Recommendation Systems Psychological Health Knowledge-Enhanced LLM-based Social Network Crisis Intervention Text Transfer Recognition Method

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T23:34:16.899981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fed4113-0c89-4e5e-994a-5344733f28a0 · inbound

Meta-Learning for Cold-Start Personalization in Prompt-Tuned LLMs cites this paper.

Meta-Learning for Cold-Start Personalization in Prompt-Tuned LLMs Psychological Health Knowledge-Enhanced LLM-based Social Network Crisis Intervention Text Transfer Recognition Method

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:08:53.262938Z

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.