Paper Citation Record · LEDGER

Structured Memory Mechanisms for Stable Context Representation in Large Language Models

As of 9 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 4 inbound Pith citation observations for arXiv:2505.22921.

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

pith.paper-citation-record.v1
2505.22921 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:59:46.436374Z

measured 24 of 24 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:17:23.763881Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T05:48:43.204658Z

Reference resolution

20 of 20 outbound references displayed

verified exact3
verified fuzzy4
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7b0e512d-eb1f-4e60-ac3c-4c72b046f95b · outbound

This paper cites Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:44.344713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 459a1f4f-2e60-4e3a-bc27-7589c020bc5d · outbound

This paper cites LooGLE: Can Long-Context Language Models Understand Long Contexts?.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models LooGLE: Can Long-Context Language Models Understand Long Contexts?

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:44.397886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 095e8916-cab5-498e-8117-ab7c5c79a8fa · outbound

This paper cites LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs,.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs,

Reference 3

Resolution: verified exact; raw_fallback, observed 2026-08-07T12:59:47.361738Z

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.

Observation 7f6e4ce0-2ff0-48be-9518-28370780cd70 · outbound

This paper cites Chain of agents: Large language models collaborating on long-context tasks,.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models Chain of agents: Large language models collaborating on long-context tasks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:59:48.421226Z

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.

Observation 0360b2ef-2a52-465d-841f-72d6eeb57cdd · outbound

This paper cites A comprehensive survey on long context language modeling,.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models A comprehensive survey on long context language modeling,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:44.670049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95fcb99a-22eb-4b97-9da6-c487c0b61d4d · outbound

This paper cites LongAttn: Selecting Long-context Training Data via Token-level Attention.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models LongAttn: Selecting Long-context Training Data via Token-level Attention

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:44.776125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceea765a-2920-4eda-8a88-ccaf88a185fd · outbound

This paper cites Structured Preference Modeling for Reinforcement Learning-Based Fine-Tuning of Large Models,.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models Structured Preference Modeling for Reinforcement Learning-Based Fine-Tuning of Large Models,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:44.880865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0c64b49-df3a-4e08-a804-2690c11bbc05 · outbound

This paper cites Topology-Aware Decision Making in Distributed Scheduling via Multi-Agent Reinforcement Learning,.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models Topology-Aware Decision Making in Distributed Scheduling via Multi-Agent Reinforcement Learning,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:44.987122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68390acd-383c-4355-b89a-78134fd999fe · outbound

This paper cites Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:45.090042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fa59bd5-b71b-4156-bf96-5ad520183d50 · outbound

This paper cites Semantic and Contextual Modeling for Malicious Comment Detection with BERT-BiLSTM.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models Semantic and Contextual Modeling for Malicious Comment Detection with BERT-BiLSTM

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:59:46.842125Z

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.

Observation 6abcc366-7b6b-4cb1-a319-f2018a3f9755 · outbound

This paper cites Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:45.334095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f51f0ecf-0c4c-42ff-8f4a-1d5c9afad301 · outbound

This paper cites Medical Entity-Driven Analysis of Insurance Claims Using a Multimodal Transformer Model,.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models Medical Entity-Driven Analysis of Insurance Claims Using a Multimodal Transformer Model,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:45.466296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae812248-2df9-4232-8552-b9197b6a0a7f · outbound

This paper cites Joint Semantic Detection and Dissemination Control of Phishing Attacks on Social Media via LLama-Based Modeling,.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models Joint Semantic Detection and Dissemination Control of Phishing Attacks on Social Media via LLama-Based Modeling,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:59:48.111328Z

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.

Observation 006071ae-7ca7-4f1a-aacc-2df703c362da · outbound

This paper cites Dynamic and Low-Rank Fine-Tuning of Large Language Models for Robust Few-Shot Learning,.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models Dynamic and Low-Rank Fine-Tuning of Large Language Models for Robust Few-Shot Learning,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:45.679949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67527034-412b-48c8-ad62-fd1cf47127fb · outbound

This paper cites A Deep Fusion Framework for Financial Fraud Detection and Early Warning Based on Large Language Models,.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models A Deep Fusion Framework for Financial Fraud Detection and Early Warning Based on Large Language Models,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:45.856717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models.

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5012caf6-3bf2-439c-8253-0df467349225 · outbound

This paper cites Adapting GPT, GPT-2 and BERT language models for speech recognition,.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models Adapting GPT, GPT-2 and BERT language models for speech recognition,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:59:47.876324Z

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.

Observation bc7eff51-ade7-4451-a3c9-bf4a234d7836 · outbound

This paper cites A Fine-Tuned BART Pre-trained Language Model for the Indonesian Question-Answering Task,.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models A Fine-Tuned BART Pre-trained Language Model for the Indonesian Question-Answering Task,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:59:47.666061Z

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.

Observation 44084316-238e-473b-80b0-56bd679dd1ee · outbound

This paper cites Longformer: The Long-Document Transformer.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models Longformer: The Long-Document Transformer

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:46.332985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82bc4ac9-a4b5-40a8-870b-a27a83c0e755 · outbound

This paper cites GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning.

Structured Memory Mechanisms for Stable Context Representation in Large Language Models GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:59:46.639877Z

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.

Pith citing papers

Observation a781681b-9350-44cc-8f75-b5b99235ed04 · inbound

Transferable Modeling Strategies for Low-Resource LLM Tasks: A Prompt and Alignment-Based Approach cites this paper.

Transferable Modeling Strategies for Low-Resource LLM Tasks: A Prompt and Alignment-Based Approach Structured Memory Mechanisms for Stable Context Representation in Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:17:23.763881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5e7f2c6-9246-4bf1-9ce8-ed1c6f08165b · inbound

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

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Structured Memory Mechanisms for Stable Context Representation in Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:59.768952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97c50104-3a64-4d44-a918-5e45da1e8186 · inbound

Structure-Learnable Adapter Fine-Tuning for Parameter-Efficient Large Language Models cites this paper.

Structure-Learnable Adapter Fine-Tuning for Parameter-Efficient Large Language Models Structured Memory Mechanisms for Stable Context Representation in Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T11:10:15.653320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64a978e2-8286-48b5-8587-b62dd9aca283 · inbound

Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks cites this paper.

Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Structured Memory Mechanisms for Stable Context Representation in Large Language Models

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:48:43.268538Z

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.