Paper Citation Record · LEDGER

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment

As of 9 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 3 inbound Pith citation observations for arXiv:2507.15198.

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

pith.paper-citation-record.v1
2507.15198 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:42:59.797684Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:08:47.458634Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T11:10:17.246189Z

Reference resolution

26 of 26 outbound references displayed

verified exact3
verified fuzzy16
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aabe0523-5579-4c2c-a6d6-b5561dc339ff · outbound

This paper cites MiniLLM: On-Policy Distillation of Large Language Models.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment MiniLLM: On-Policy Distillation of Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:59.743747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5392c55c-035a-41ef-b384-6747ddd66d69 · outbound

This paper cites A Survey on Knowledge Distillation of Large Language Models.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment A Survey on Knowledge Distillation of Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:59.747227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 151ae9ec-f691-4caf-a134-eb094fe66db1 · outbound

This paper cites Survey on knowledge distillation for large language models: methods, evaluation, and application,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Survey on knowledge distillation for large language models: methods, evaluation, and application,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.979806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 128daac1-eef3-4a21-8334-7be40932c032 · outbound

This paper cites Compact language models via pruning and knowledge distillation,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Compact language models via pruning and knowledge distillation,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.973478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d5562874-c192-42c6-90be-ea7aa96b1aac · outbound

This paper cites DDK: distilling domain knowledge for efficient large language models,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment DDK: distilling domain knowledge for efficient large language models,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.966804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3a587bfb-e1dd-4d65-bbbb-24c1a3f8f89d · outbound

This paper cites Multi granularity structural knowledge distillation for language model compression,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Multi granularity structural knowledge distillation for language model compression,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.961037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bb6883f3-31e2-42cb-b42b-06eb14afcb29 · outbound

This paper cites Dynamic Knowledge Distillation for Pre-trained Language Models.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Dynamic Knowledge Distillation for Pre-trained Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:59.759535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e9380e1-589f-4b78-94de-03739a5d220c · outbound

This paper cites Efficient compression of large language models with distillation and fine tuning,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Efficient compression of large language models with distillation and fine tuning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.953495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6b558dae-9c22-4529-bc37-76fcd5a0e882 · outbound

This paper cites Structured Gradient Guidance for Few-Shot Adaptation in Large Language Models.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Structured Gradient Guidance for Few-Shot Adaptation in Large Language Models

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:42:59.861454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 876bdbfd-9523-43da-908f-a229350a547f · outbound

This paper cites Structuring low-rank adaptation with semantic guidance for model fine-tuning,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Structuring low-rank adaptation with semantic guidance for model fine-tuning,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.947900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c557cfa3-d4f3-49fa-983a-c79a9dc564de · outbound

This paper cites Integrating knowledge graph reasoning with pretrained language models for structured anomaly detection,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Integrating knowledge graph reasoning with pretrained language models for structured anomaly detection,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.941991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

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

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 0d329dd3-cfbc-4d89-add2-88dabe0e9263 · outbound

This paper cites Structured knowledge integration and memory modeling in large language systems,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Structured knowledge integration and memory modeling in large language systems,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.936268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bc3537fa-36a8-4fa6-ac4e-0a057f2eec63 · outbound

This paper cites Time-aware and multi-source feature fusion for transformer-based medical text analysis,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Time-aware and multi-source feature fusion for transformer-based medical text analysis,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.929348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e2358702-3052-4113-a87e-5a53df2b4edb · outbound

This paper cites Structured preference modeling for reinforcement learning-based fine-tuning of large models,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Structured preference modeling for reinforcement learning-based fine-tuning of large models,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.922985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d6213767-45e5-4d10-a817-7ad1534f0e91 · outbound

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

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:42:59.847183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

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

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 2026-08-09T06:31:02.800959+00:00.

Observation da23d263-6bca-4ec1-a518-f787434912b0 · outbound

This paper cites Context-aligned and evidence-based detection of hallucinations in large language model outputs,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Context-aligned and evidence-based detection of hallucinations in large language model outputs,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.916735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 44f895e1-cdad-4e44-84f2-9897e592aaa6 · outbound

This paper cites Transfer methods for large language models in low-resource text generation tasks,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Transfer methods for large language models in low-resource text generation tasks,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.908847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5c11e94a-8f11-432a-beb2-bb04710a011e · outbound

This paper cites Federated Learning for Cross-Domain Data Privacy: A Distributed Approach to Secure Collaboration.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Federated Learning for Cross-Domain Data Privacy: A Distributed Approach to Secure Collaboration

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:59.784969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e6a0827-24e7-4dc6-ae91-3982066bbb7b · outbound

This paper cites Perception-guided structural framework for large language model design,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Perception-guided structural framework for large language model design,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.902495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5290e5fc-e5ae-4ded-9064-19de3cfe8ccc · outbound

This paper cites A deep learning-based predictive framework for backend latency using AI-augmented structured modeling,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment A deep learning-based predictive framework for backend latency using AI-augmented structured modeling,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.896507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f213d2be-3a68-4035-8326-733f47f762ef · outbound

This paper cites TinyBERT: Distilling BERT for Natural Language Understanding.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment TinyBERT: Distilling BERT for Natural Language Understanding

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:59.790511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59cbeb65-13c7-415c-bf99-304e7647a72b · outbound

This paper cites MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:59.793265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0c4dd01-c782-4ed3-b868-8fb1a547098d · outbound

This paper cites MiniLM: deep self-attention distillation for task-agnostic compression of pre-trained transformers,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment MiniLM: deep self-attention distillation for task-agnostic compression of pre-trained transformers,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.889835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fc3cf48f-ddce-4360-b5fd-b4698528546c · outbound

This paper cites Decoupled knowledge distillation,.

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Decoupled knowledge distillation,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:59.883480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation a24e37f5-0158-4681-8a5f-d86242db258d · inbound

Graph Neural Network and Transformer Integration for Unsupervised System Anomaly Discovery cites this paper.

Graph Neural Network and Transformer Integration for Unsupervised System Anomaly Discovery Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T21:08:47.458634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da36a741-19d3-4e9a-b29a-8a786cbf104d · inbound

Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services cites this paper.

Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T18:32:32.812628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9b057bb-e1f4-476a-bb04-ca8799d69fb5 · 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 Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:10:17.383261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.