Paper Citation Record · LEDGER

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics

As of 17 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 4 inbound Pith citation observations for arXiv:2411.16139.

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

pith.paper-citation-record.v1
2411.16139 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:34:13.560358Z

measured 30 of 30 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:15:10.622938Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-28T17:22:25.106725Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy8
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9f591d41-74b1-40fa-90c6-27d0b2e79429 · outbound

This paper cites Editing Models with Task Arithmetic.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Editing Models with Task Arithmetic

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.465313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71eea48f-4d23-44a5-a112-5ac2559edd33 · outbound

This paper cites Ties-merging: Resolving interference when merging models.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Ties-merging: Resolving interference when merging models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.469909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40adddfc-4932-4b9d-8a03-2b467cd561d1 · outbound

This paper cites Language models are super mario: Absorbing abilities from homologous models as a free lunch.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Language models are super mario: Absorbing abilities from homologous models as a free lunch

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.473725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 269d9f32-2906-4e98-8605-574dd16eb4e6 · outbound

This paper cites AdaMerging: Adaptive Model Merging for Multi-Task Learning.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics AdaMerging: Adaptive Model Merging for Multi-Task Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.477632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ca7f94b-9cd5-4a9b-b40f-e389bb57b399 · outbound

This paper cites Parameter Competition Balancing for Model Merging.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Parameter Competition Balancing for Model Merging

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.481462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67e13370-148f-4ad8-afba-fed3c60d85aa · outbound

This paper cites Linear mode connectivity and the lottery ticket hypothesis.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Linear mode connectivity and the lottery ticket hypothesis

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:34:13.823362Z

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 28e05492-2cfa-4f31-a1a3-e312a24a8438 · outbound

This paper cites Robust fine-tuning of zero-shot models.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Robust fine-tuning of zero-shot models

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:34:13.812050Z

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 d8bde20e-c8ce-41d5-a402-f16e289d5fb3 · outbound

This paper cites Merging models with fisher-weighted averaging.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Merging models with fisher-weighted averaging

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.493833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48a1b89a-06b0-4dff-88e0-a6fcadf3f202 · outbound

This paper cites Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.497428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84828acb-b49e-4a97-893a-672e4af141f7 · outbound

This paper cites Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.500921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57a5d243-2d86-486a-b6ef-8ce04e000741 · outbound

This paper cites Git Re-Basin: Merging Models modulo Permutation Symmetries.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Git Re-Basin: Merging Models modulo Permutation Symmetries

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.504979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5167b96a-59e3-4b50-a24d-56c6515e32ba · outbound

This paper cites ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.508837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bc4bbb7-1365-428f-8a58-79c41257d4c1 · outbound

This paper cites Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.512626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 728cb9ef-b1a1-4fd7-95b9-16bf3f8c7806 · outbound

This paper cites difficult.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics difficult

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:34:13.788120Z

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 9a2276c8-301d-4943-9855-abefbce37001 · outbound

This paper cites Model Compression and Efficient Inference for Large Language Models: A Survey.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Model Compression and Efficient Inference for Large Language Models: A Survey

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.520112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaaf55b4-9749-4554-a68e-8e2fc6c3f7ed · outbound

This paper cites Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.523842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f2e5ba7-10e1-41e3-bd5a-ae681b9eb466 · outbound

This paper cites A Gradient Flow Framework For Analyzing Network Pruning.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics A Gradient Flow Framework For Analyzing Network Pruning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.527408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa364c84-a5ce-46dd-bc2d-a24eb25557c8 · outbound

This paper cites The mnist database of handwritten digit images for machine learning research.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics The mnist database of handwritten digit images for machine learning research

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.531083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 092e048b-1aca-4230-a43c-fe6e6345038a · outbound

This paper cites Stallkamp, M.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Stallkamp, M

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:34:13.770774Z

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 b625ce76-d6f5-4ee8-9203-28b43503ca59 · outbound

This paper cites 3d object representations for fine-grained categorization.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics 3d object representations for fine-grained categorization

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:34:13.758672Z

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 51cfe4f6-8ec7-4dd0-b3a9-bbd35fe46818 · outbound

This paper cites Bissacco, Bo Wu, and A.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Bissacco, Bo Wu, and A

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:34:13.746964Z

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 cf049a5c-2906-4bf5-964f-53721228bea9 · outbound

This paper cites Cimpoi, S.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Cimpoi, S

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.545564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5f37bfb-6c6f-4c18-af90-6b4f6b7aa9d4 · outbound

This paper cites Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.549231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bcd1788-103b-4467-84d6-d15770800bd3 · outbound

This paper cites Introducing eurosat: A novel dataset and deep learning benchmark for land use and land cover classification.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Introducing eurosat: A novel dataset and deep learning benchmark for land use and land cover classification

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:34:13.721715Z

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 cd83ea8c-bbf0-4bde-ba26-81692f556cda · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T13:34:13.556696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcc36d19-0508-4f98-aa3d-e518f0f0e99b · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics Imagenet: A large-scale hierarchical image database

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:34:13.710230Z

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.

Pith citing papers

Observation 9bc8d39f-c842-44da-a093-52a7615a4c9a · inbound

Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models cites this paper.

Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:55.829964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d13d37c2-244f-4fec-a6ec-b1f616f7a1bd · inbound

Model Merging Scaling Laws in Large Language Models cites this paper.

Model Merging Scaling Laws in Large Language Models Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:32:37.777244Z

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 ccca8c1a-5908-4545-90cb-c01f97da86f5 · inbound

AnyEdit++: Adaptive Long-Form Knowledge Editing via Bayesian Surprise cites this paper.

AnyEdit++: Adaptive Long-Form Knowledge Editing via Bayesian Surprise Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T17:22:25.108499Z

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 b82bc893-8092-410d-b2c9-1e461c81420d · inbound

CABS+: Efficient and Scalable Model Merging via Conflict-Aware Sparsification and Adaptive Weight Allocation cites this paper.

CABS+: Efficient and Scalable Model Merging via Conflict-Aware Sparsification and Adaptive Weight Allocation Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-15T22:15:10.622938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.