Paper Citation Record · LEDGER

Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction

As of 14 August 2026, this Paper Citation Record lists 8 of 8 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.

pith.paper-citation-record.v1
2412.05816 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:21:53.432366Z

measured 16 of 16 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:51:12.832969Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T17:22:26.596199Z

Reference resolution

8 of 8 outbound references displayed

verified exact1
verified fuzzy6
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b82846d2-b021-4690-848b-4d095f54f739 · outbound

This paper cites Aspect -based sentiment analysis using bert[C]//Proceedings of the 22nd nordic conference on computational linguistics.

Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction Aspect -based sentiment analysis using bert[C]//Proceedings of the 22nd nordic conference on computational linguistics

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:53.567123Z

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 7cb8b4a6-ff78-4df5-82c7-1ca847f07e64 · outbound

This paper cites BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis.

Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T20:21:53.406228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c32e737-dad2-482e-b94d-79aaaa897352 · outbound

This paper cites Exploiting BERT for End-to-End Aspect-based Sentiment Analysis.

Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction Exploiting BERT for End-to-End Aspect-based Sentiment Analysis

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:21:53.475655Z

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 3ca413f5-f63a-4360-8bf4-67090f567f1c · outbound

This paper cites Sentiment analysis on the impact of coronavirus in social life using the BERT model[J].

Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction Sentiment analysis on the impact of coronavirus in social life using the BERT model[J]

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:53.550592Z

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 34db8ae4-46ba-44ff-8c55-f5ff7603b15b · outbound

This paper cites Enhanced sentiment analysis based on improved word embeddings and XGboost[J].

Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction Enhanced sentiment analysis based on improved word embeddings and XGboost[J]

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:53.539991Z

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 544574d9-73e0-43ad-aaee-fe2a723adb92 · outbound

This paper cites SentiXGboost: enhanced sentiment analysis in social media posts with ensemble XGBoost classifier[J].

Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction SentiXGboost: enhanced sentiment analysis in social media posts with ensemble XGBoost classifier[J]

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:53.528838Z

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 d00d51be-49fb-4e03-a6e9-78b65205c6da · outbound

This paper cites Multimodal sentiment analysis leveraging the strength of deep neural networks enhanced by the XGBoost classifier[J].

Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction Multimodal sentiment analysis leveraging the strength of deep neural networks enhanced by the XGBoost classifier[J]

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:53.517976Z

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 e638bfc4-84ee-4204-b94f-863bd16c4d22 · outbound

This paper cites BERT: A sentiment analysis odyssey[J].

Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction BERT: A sentiment analysis odyssey[J]

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:21:53.505866Z

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.

Pith citing papers

Observation b04f2ded-ceda-4f24-aaaf-aaec58e21aab · 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 Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:12.832969Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:52.386530Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T12:04:55.538549Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T04:13:29.143067Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:12.209228Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T23:34:55.938609Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T23:34:15.195990Z

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 cites this paper.

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

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:22:26.661803Z

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.