Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2309.05173.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T19:07:06.772345Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation 5cb93362-f8aa-4e34-9289-4e16f1826e0e · inbound
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bdc504eb-cd04-4e2f-9770-a446da4bf93a · inbound
NVCiM-PT: An NVCiM-assisted Prompt Tuning Framework for Edge LLMs DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e59125c-571d-4c01-b97c-f7f2f2a0065a · inbound
Survey of different Large Language Model Architectures: Trends, Benchmarks, and Challenges DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Reference 113
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b3f4dbc-b965-47c2-92b1-7d6f4ed89a6a · inbound
On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cbf1839-e5a5-4cb9-955f-1f4dce8309c3 · inbound
MAP: Revisiting Weight Decomposition for Low-Rank Adaptation DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fa2f61b-16e6-44a2-8812-ac5a585a9477 · inbound
Weight Spectra Induced Efficient Model Adaptation DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94c7fcb6-574b-4b52-8074-4cf760912992 · inbound
COMPKE: Complex Question Answering under Knowledge Editing DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ce8689d-ac08-491a-ad72-d4564542feed · inbound
The Evolution of Natural Language Processing: How Prompt Optimization and Language Models are Shaping the Future DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1293ced2-9928-4b0c-a2b2-a6719055db2a · inbound
TAP: Parameter-efficient Task-Aware Prompting for Adverse Weather Removal DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 638cc0cc-4b31-413a-ae9c-6680dc5e1716 · inbound
Compared to What? Baselines and Metrics for Counterfactual Prompting DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Reference 102
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.