Paper Citation Record · LEDGER

AdapterDrop: On the Efficiency of Adapters in Transformers

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2010.11918.

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

pith.paper-citation-record.v1
2010.11918 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 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 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:21:43.202845Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T11:32:37.116683Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f4695ad6-2c99-4bd3-bf55-adcb20802ed7 · inbound

Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey cites this paper.

Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey AdapterDrop: On the Efficiency of Adapters in Transformers

Reference 117

Resolution: verified exact; arxiv_id, observed 2026-05-13T11:32:37.118325Z

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 9ca72baf-4ee8-4bec-89fa-2137e0a635e0 · inbound

F$^3$OCUS -- Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics cites this paper.

F$^3$OCUS -- Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics AdapterDrop: On the Efficiency of Adapters in Transformers

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-12T18:53:06.555531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e335093f-77eb-4729-b13e-aa0affd30345 · inbound

ALoRE: Efficient Visual Adaptation via Aggregating Low Rank Experts cites this paper.

ALoRE: Efficient Visual Adaptation via Aggregating Low Rank Experts AdapterDrop: On the Efficiency of Adapters in Transformers

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-11T17:59:15.722924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87bd92aa-76dd-462c-9cac-8a035a314955 · inbound

Gradient Weight-normalized Low-rank Projection for Efficient LLM Training cites this paper.

Gradient Weight-normalized Low-rank Projection for Efficient LLM Training AdapterDrop: On the Efficiency of Adapters in Transformers

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T00:15:00.430704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9946f36b-bc2b-4a1f-93a5-12097ead9171 · inbound

On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation cites this paper.

On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation AdapterDrop: On the Efficiency of Adapters in Transformers

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-09T10:14:21.596370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87ced7a3-83d8-4cba-91e6-6ff2be464483 · inbound

SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation cites this paper.

SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation AdapterDrop: On the Efficiency of Adapters in Transformers

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T19:01:09.751728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eea29406-4d22-49d9-88e2-f476036090f2 · inbound

A Systematic Literature Review of Parameter-Efficient Fine-Tuning for Large Code Models cites this paper.

A Systematic Literature Review of Parameter-Efficient Fine-Tuning for Large Code Models AdapterDrop: On the Efficiency of Adapters in Transformers

Reference 117

Resolution: unresolved; no resolver link, observed 2026-08-16T05:21:43.202845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb0d5cd9-85f9-4697-9fc2-5a6a4bf5c4df · inbound

RepCali: High Efficient Fine-tuning Via Representation Calibration in Latent Space for Pre-trained Language Models cites this paper.

RepCali: High Efficient Fine-tuning Via Representation Calibration in Latent Space for Pre-trained Language Models AdapterDrop: On the Efficiency of Adapters in Transformers

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T21:59:41.940856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a786bb3d-27ca-4501-8aa0-9843c42f7437 · inbound

TLoRA: Task-aware Low Rank Adaptation of Large Language Models cites this paper.

TLoRA: Task-aware Low Rank Adaptation of Large Language Models AdapterDrop: On the Efficiency of Adapters in Transformers

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T09:48:48.102547Z

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 d2e1661e-9570-431a-8073-965d7c4115b3 · inbound

MOON: Multi-Objective OrthoNormalized Updates for Multitask Learning cites this paper.

MOON: Multi-Objective OrthoNormalized Updates for Multitask Learning AdapterDrop: On the Efficiency of Adapters in Transformers

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:02.247996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.