Paper Citation Record · LEDGER

Task Singular Vectors: Reducing Task Interference in Model Merging

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2412.00081.

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

pith.paper-citation-record.v1
2412.00081 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:18:13.587516Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:59:42.199161Z

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 41b4bca0-b618-4b8d-8454-b6773da80905 · inbound

Decouple and Orthogonalize: A Data-Free Framework for LoRA Merging cites this paper.

Decouple and Orthogonalize: A Data-Free Framework for LoRA Merging Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:18:13.587516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 460a0839-ecd9-401e-8e8c-9219c8c9f6aa · inbound

Composable Cross-prompt Essay Scoring by Merging Models cites this paper.

Composable Cross-prompt Essay Scoring by Merging Models Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:33:44.254439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43f38e56-3538-4fd4-8bdf-13741fa56511 · inbound

Multi-objective Large Language Model Alignment with Hierarchical Experts cites this paper.

Multi-objective Large Language Model Alignment with Hierarchical Experts Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:52:09.866830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f48b08f3-dd1b-4198-b7b7-7639d8fcce88 · inbound

Model soups need only one ingredient cites this paper.

Model soups need only one ingredient Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T02:51:04.615766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33d39bd2-780e-42bc-99c8-be4a0c5dce5e · inbound

One Model to Translate Them All? A Journey to Mount Doom for Multilingual Model Merging cites this paper.

One Model to Translate Them All? A Journey to Mount Doom for Multilingual Model Merging Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:08:12.917697Z

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 a7448db2-1cc7-40aa-88db-00e570e0628f · inbound

ResMerge: Residual-based Spectral Merging of Large Language Models cites this paper.

ResMerge: Residual-based Spectral Merging of Large Language Models Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:46:19.476277Z

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 01412c0f-90c0-4445-92eb-f9b37bcdfec8 · inbound

Training-free Task Classification for Multi-Task Model Merging cites this paper.

Training-free Task Classification for Multi-Task Model Merging Task Singular Vectors: Reducing Task Interference in Model Merging

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:59:42.200696Z

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.