Paper Citation Record · LEDGER

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models

As of 18 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 4 inbound Pith citation observations for arXiv:2504.19436.

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

pith.paper-citation-record.v1
2504.19436 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:56:22.367603Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:04:24.634788Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:42:59.834306Z

Reference resolution

23 of 23 outbound references displayed

verified exact2
verified fuzzy2
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 90121eb4-df7e-48b6-a5c1-bdd6e97bd98a · outbound

This paper cites DR-RAG: Applying Dynamic Document Relevance to Retrieval-Augmented Generation for Question-Answering.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models DR-RAG: Applying Dynamic Document Relevance to Retrieval-Augmented Generation for Question-Answering

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.267044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b87e675d-0c7a-4bf3-b997-ef4ef5cccd94 · outbound

This paper cites DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.272411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a554963d-be8e-483e-832a-3d1185b2a73a · outbound

This paper cites Retrieval Augmented Generation for Dynamic Graph Modeling.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Retrieval Augmented Generation for Dynamic Graph Modeling

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:56:22.624960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c354fb75-d153-45ba-9df5-a74c6f6a9e68 · outbound

This paper cites Context-Aware Adaptive Sampling for Intelligent Data Acquisition Systems Using DQN.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Context-Aware Adaptive Sampling for Intelligent Data Acquisition Systems Using DQN

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.282467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e73dbd4-62aa-4557-9e41-63d2dae8660d · outbound

This paper cites A Self-Supervised Vision Transformer Approach for Dermatological Image Analysis,.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models A Self-Supervised Vision Transformer Approach for Dermatological Image Analysis,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.287290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0e4f11e-a2c7-46c9-a1a3-835cde14ebc9 · outbound

This paper cites A Reinforcement Learning Approach to Traffic Scheduling in Complex Data Center Topologies,.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models A Reinforcement Learning Approach to Traffic Scheduling in Complex Data Center Topologies,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.291735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99033501-bea0-4788-af1a-7a64a8ec5eca · outbound

This paper cites Single-Device Human Activity Recognition Based on Spatiotemporal Feature Learning Networks,.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Single-Device Human Activity Recognition Based on Spatiotemporal Feature Learning Networks,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.297178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3c7bbaf-0ddf-4f7f-8f3b-a1584c88fb60 · outbound

This paper cites A Self-training Framework for Automated Medical Report Generation,.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models A Self-training Framework for Automated Medical Report Generation,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.301992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47334a36-92bb-48f8-806a-1d74c8b9e929 · outbound

This paper cites Deep Learning for Cross-Domain Recommendation with Spatial-Channel Attention,.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Deep Learning for Cross-Domain Recommendation with Spatial-Channel Attention,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.306395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d1ca8fc-d430-4e21-97e8-4c7b1717c5db · outbound

This paper cites Calibration Learning for Few-shot Novel Product Description,.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Calibration Learning for Few-shot Novel Product Description,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.311026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4eae40e-7dc5-40e8-88f6-105289aff7c1 · outbound

This paper cites DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:56:22.594645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 485b6e25-7c12-4b0b-9b58-1a0c67d1e26d · outbound

This paper cites The Synergistic Role of Deep Learning and Neural Architecture Search in Advancing Artificial Intelligence.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models The Synergistic Role of Deep Learning and Neural Architecture Search in Advancing Artificial Intelligence

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.320215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 875d6c4e-baa3-4c47-833f-77be914632cf · outbound

This paper cites Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.323831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d676a112-8778-4461-ac0d-4e2933450e40 · outbound

This paper cites Unsupervised Detection of Fraudulent Transactions in E-commerce Using Contrastive Learning.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Unsupervised Detection of Fraudulent Transactions in E-commerce Using Contrastive Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.327954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16ec8ec9-faa3-4e4e-b9fd-9b2c02c12930 · outbound

This paper cites Social Network User Profiling for Anomaly Detection Based on Graph Neural Networks.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Social Network User Profiling for Anomaly Detection Based on Graph Neural Networks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.332453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 416c596e-1286-4dd0-a84b-0f0249303e1e · outbound

This paper cites A Graph Attention-Based Recommendation Framework for Sparse User-Item Interactions,.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models A Graph Attention-Based Recommendation Framework for Sparse User-Item Interactions,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.336199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0546b8a-9b4f-4908-9cff-6bc4a630d7d9 · outbound

This paper cites Investigating Hierarchical Term Relationships in Large Language Models,.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Investigating Hierarchical Term Relationships in Large Language Models,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.340668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 560a57df-0694-4d23-baa8-75b9dce30fa3 · outbound

This paper cites Improving Harmful Text Detection with Joint Retrieval and External Knowledge.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Improving Harmful Text Detection with Joint Retrieval and External Knowledge

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.344571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 817bf2ea-3b8f-469a-bc22-d2e60fceda86 · outbound

This paper cites Efficient Compression of Large Language Models with Distillation and Fine-Tuning,.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Efficient Compression of Large Language Models with Distillation and Fine-Tuning,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.348552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81dc541a-f031-4b1d-877b-39a4d65f3f3f · outbound

This paper cites Self- Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Self- Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.353782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa3bb364-c144-492b-856f-9530b5ede41b · outbound

This paper cites Comparison of ChatGPT–3.5, ChatGPT-4, and orthopaedic resident performance on orthopaedic assessment examinations,.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Comparison of ChatGPT–3.5, ChatGPT-4, and orthopaedic resident performance on orthopaedic assessment examinations,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:56:22.677522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0a4b8ff0-3952-462f-ae6c-e0ad0cda020c · outbound

This paper cites Qwen-IG: A Qwen-based Instruction Generation Model for LLM Fine-tuning,.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Qwen-IG: A Qwen-based Instruction Generation Model for LLM Fine-tuning,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:56:22.663163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f70ac401-beb3-499f-bffa-af5fe3be8d38 · outbound

This paper cites DeepSeek-V3 Technical Report.

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models DeepSeek-V3 Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:22.367603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f9617b36-996b-48ca-899f-557fd2ea7f70 · inbound

Deep Probabilistic Modeling of User Behavior for Anomaly Detection via Mixture Density Networks cites this paper.

Deep Probabilistic Modeling of User Behavior for Anomaly Detection via Mixture Density Networks Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T22:04:24.634788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6da57e1-1dbf-4bc2-98ea-26cbd255fc34 · inbound

Time-Series Learning for Proactive Fault Prediction in Distributed Systems with Deep Neural Structures cites this paper.

Time-Series Learning for Proactive Fault Prediction in Distributed Systems with Deep Neural Structures Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:52:14.673614Z

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Unavailable: canonical work link unavailable.

Observation ee454499-9ac6-48f6-959d-8ba253d3acc6 · inbound

Structured Memory Mechanisms for Stable Context Representation in Large Language Models cites this paper.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:45.973261Z

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Unavailable: canonical work link unavailable.

Observation 82e9ed15-bd0f-4514-932f-99007d8dd93f · inbound

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment cites this paper.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:42:59.838249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.