Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2412.05816.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:51:12.832969Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T17:22:26.596199Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation b04f2ded-ceda-4f24-aaaf-aaec58e21aab · inbound
LLM-Driven E-Commerce Marketing Content Optimization: Balancing Creativity and Conversion Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b70e514-bbde-4d76-a001-bbb790866ba6 · inbound
Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95d3f13a-4935-49b1-bccb-1e513315f71a · inbound
Research on E-Commerce Long-Tail Product Recommendation Mechanism Based on Large-Scale Language Models Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abdd9742-1c28-4747-9954-bd484892ab93 · inbound
Deep Learning Model Acceleration and Optimization Strategies for Real-Time Recommendation Systems Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61c0d3a5-3433-4df2-8e46-152e56688b9b · inbound
Analysis of Anonymous User Interaction Relationships and Prediction of Advertising Feedback Based on Graph Neural Network Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb12dfa7-9d59-47c4-badb-8c0c4e57f809 · inbound
Research on Model Parallelism and Data Parallelism Optimization Methods in Large Language Model-Based Recommendation Systems Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d009e803-9aa4-41d6-9ce4-0e488f91b23f · inbound
Research on Low-Latency Inference and Training Efficiency Optimization for Graph Neural Network and Large Language Model-Based Recommendation Systems Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47a1d69f-9921-4df8-ba9f-db0e7472481e · inbound
LLM-Augmented Symptom Analysis for Cardiovascular Disease Risk Prediction: A Clinical NLP Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction
Reference 23
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.