Paper Citation Record · LEDGER

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

As of 24 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 9 inbound Pith citation observations for arXiv:2412.18713.

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

pith.paper-citation-record.v1
2412.18713 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:36:40.709481Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:16:55.496123Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T16:07:41.027255Z

Reference resolution

25 of 25 outbound references displayed

verified exact3
verified fuzzy11
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 97b6cad8-50d0-4e6d-b0a0-99c7ebc8d431 · outbound

This paper cites Attention mechanism and context modeling system for text mining machine translation.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Attention mechanism and context modeling system for text mining machine translation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:36:41.168541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1eb8c9e3-9cde-416f-8d54-f9debc7486b9 · outbound

This paper cites Research on autonomous driving decision -making strategies based deep reinforcement learning.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Research on autonomous driving decision -making strategies based deep reinforcement learning

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:36:41.151461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8d8b87b9-47fc-42cc-8bc7-4a0d511797e4 · outbound

This paper cites Applications of explainable ai in natural language processing.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Applications of explainable ai in natural language processing

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:36:41.134830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 09f4501f-3222-4f6d-8249-117628c626b8 · outbound

This paper cites An ensemble approach to stock price prediction using deep learning and time series models.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models An ensemble approach to stock price prediction using deep learning and time series models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T04:36:40.598290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d77b63e2-2206-4c2f-85a1-f5ec512b40eb · outbound

This paper cites Dynamic fraud detection: Integrating reinforcement learning into graph neural networks.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Dynamic fraud detection: Integrating reinforcement learning into graph neural networks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:36:41.106739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a1914b17-7cdb-42d7-9e70-97853b4b4843 · outbound

This paper cites A Neural Matrix Decomposition Recommender System Model based on the Multimodal Large Language Model.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models A Neural Matrix Decomposition Recommender System Model based on the Multimodal Large Language Model

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-11T04:36:40.957222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 21a4194e-3f42-4adb-9251-df330c89a56d · outbound

This paper cites Predicting stock prices with finbert-lstm: Integrating news sentiment analysis.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Predicting stock prices with finbert-lstm: Integrating news sentiment analysis

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:36:41.090332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6a689e85-5f1d-4b99-8114-fda569d8d16e · outbound

This paper cites Research on improved u-net based remote sensing image segmentation algorithm.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Research on improved u-net based remote sensing image segmentation algorithm

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:36:41.074236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d1e902eb-aafb-4305-961c-8110914bbf0e · outbound

This paper cites Machine Learning-Based Research on the Adaptability of Adolescents to Online Education.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Machine Learning-Based Research on the Adaptability of Adolescents to Online Education

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T04:36:40.624517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a2c75ef-3351-4454-9b05-b6709f163b66 · outbound

This paper cites Deep learning solutions for pneumonia detection: Performance comparison of custom and transfer learning models.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Deep learning solutions for pneumonia detection: Performance comparison of custom and transfer learning models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T04:36:40.629612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e42ed2b-e91b-4231-bea0-3234764ce2ab · outbound

This paper cites Exploiting Diffusion Prior for Out-of-Distribution Detection.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Exploiting Diffusion Prior for Out-of-Distribution Detection

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T04:36:40.634373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 387f7c04-a56b-480f-8898-0480e4667646 · outbound

This paper cites Predicting Employee Turnover in the Financial Company: A Comparative Study of CatBoost and XGBoost Model s[J].

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Predicting Employee Turnover in the Financial Company: A Comparative Study of CatBoost and XGBoost Model s[J]

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:36:41.044867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5967462e-72e7-41c3-8000-bf0dbcf1fe97 · outbound

This paper cites A Mixed-Heuristic Quantum-Inspired Simplified Swarm Optimization Algorithm for scheduling of real -time tasks in the multiprocessor system.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models A Mixed-Heuristic Quantum-Inspired Simplified Swarm Optimization Algorithm for scheduling of real -time tasks in the multiprocessor system

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:36:41.027006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2a83037e-b314-4e7b-a33b-d632be1317b9 · outbound

This paper cites Deep Learning for Weather Forecasting: A CNN-LSTM Hybrid Model for Predicting Historical Temperature Data.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Deep Learning for Weather Forecasting: A CNN-LSTM Hybrid Model for Predicting Historical Temperature Data

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T04:36:40.649553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51c6ba4d-c8f7-4e10-833c-983b980350e1 · outbound

This paper cites Research on Effectiveness Evaluation and Optimization of Baseball Teaching Method Based on Machine Learning.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Research on Effectiveness Evaluation and Optimization of Baseball Teaching Method Based on Machine Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T04:36:40.655632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31cd5469-60b6-4017-948b-731095385790 · outbound

This paper cites Adaptive receptive field U -shaped temporal convolutional network for vulgar action segmentation.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Adaptive receptive field U -shaped temporal convolutional network for vulgar action segmentation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:36:41.010304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 814218f9-42e2-42eb-b04c-790ddfe892ad · outbound

This paper cites Fine -grained imbalanced leukocyte classification with global -local attention transformer.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Fine -grained imbalanced leukocyte classification with global -local attention transformer

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:36:40.992260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b71cfd37-8332-4264-96a8-3946d3072a3f · outbound

This paper cites Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T04:36:40.672112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d28142d-ec45-43ec-b8a5-136c0179501b · outbound

This paper cites Towards Resilient and Efficient LLMs: A Comparative Study of Efficiency, Performance, and Adversarial Robustness.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Towards Resilient and Efficient LLMs: A Comparative Study of Efficiency, Performance, and Adversarial Robustness

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T04:36:40.677165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1b67dbc-2dfa-473d-a8a7-57b2852fb365 · outbound

This paper cites Application of Natural Language Processing in Financial Risk Detection.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Application of Natural Language Processing in Financial Risk Detection

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T04:36:40.682368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b6231eb-850a-4a32-ac7b-78bdfaabc206 · outbound

This paper cites Research on Splicing Image Detection Algorithms Based on Natural Image Statistical Characteristics.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Research on Splicing Image Detection Algorithms Based on Natural Image Statistical Characteristics

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T04:36:40.687584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b64c5986-e57e-414c-b94d-6da97429c732 · outbound

This paper cites Autonomous Navigation of Unmanned Vehicle Through Deep Reinforcement Learning.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Autonomous Navigation of Unmanned Vehicle Through Deep Reinforcement Learning

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-11T04:36:40.797652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5c3cb746-cbb7-4582-953f-f1c007cd3d2f · outbound

This paper cites Deep Learning Powered Estimate of The Extrinsic Parameters on Unmanned Surface Vehicles.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Deep Learning Powered Estimate of The Extrinsic Parameters on Unmanned Surface Vehicles

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T04:36:40.699167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c39f184e-ca00-4fcd-ab22-27518f9ae6eb · outbound

This paper cites Mitigating Knowledge Conflicts in Language Model-Driven Question Answering.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Mitigating Knowledge Conflicts in Language Model-Driven Question Answering

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-11T04:36:40.756161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ecc242bf-651c-4dab-b945-5492e13af892 · outbound

This paper cites Improving text -image matching with adversarial learning and circle loss for multi -modal steganography.

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models Improving text -image matching with adversarial learning and circle loss for multi -modal steganography

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:36:40.974741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation d40c015b-17b4-4425-8f0f-b66df8d8999f · 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 Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:55.496123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6065c4a3-6aed-4992-a931-51edfa92e366 · 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 Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:13:31.668779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa825987-b0e4-4657-bdb8-f739643791a5 · 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 Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T23:34:55.995296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f386f30a-4cf2-4025-b50f-ef4bc3a2d36f · 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 Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T23:34:18.519949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31ff4090-ba92-41bd-b47e-219e4a044934 · 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 Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T17:22:25.085756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cf0996f-a1d8-485e-bcdc-3af3a3b29f94 · inbound

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

Meta-Learning for Cold-Start Personalization in Prompt-Tuned LLMs Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T15:08:52.297620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d28166ce-b155-4061-a0f9-4eac3b6c6c27 · inbound

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms cites this paper.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T05:59:25.370337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76f265db-46e2-452c-bbd8-967fc5722143 · inbound

Instructional Prompt Optimization for Few-Shot LLM-Based Recommendations on Cold-Start Users cites this paper.

Instructional Prompt Optimization for Few-Shot LLM-Based Recommendations on Cold-Start Users Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T19:46:41.465794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58225a16-76ff-45e1-aa4f-42bd5399a807 · inbound

Fortress: A Case Study in Stabilizing Search Recommendations via Temporal Data Augmentation and Feature Pruning cites this paper.

Fortress: A Case Study in Stabilizing Search Recommendations via Temporal Data Augmentation and Feature Pruning Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:07:41.029511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.