Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T19:21:27.732506Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 2 inbound Pith citation observations for arXiv:2502.06868.
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, observed 2026-08-08T19:21:27.732506Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:19:43.570711Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T15:42:35.824041Z
24 of 24 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4367b5a3-6ac4-406c-8c6d-2b7b09ade236 · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject GPT-4 Technical Report
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91061a60-47ea-4bcd-894f-70ee739ccc6b · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97e2e62c-af89-4142-bcb0-c801265ba69f · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c1e7d1cc-32c6-45c0-892a-7fc45758a240 · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8eccc2e4-fe9a-4d4c-a083-73defeac229d · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Transformer Feed-Forward Layers Are Key-Value Memories
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0df938d-9930-4d75-8e28-6497da07ad26 · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 796bdd2c-dc52-4231-b790-efcfead8a646 · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2c3face0-af2a-4bdd-8cc8-8ba1b040422a · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ae9c840a-9004-441d-9947-a425152b82bb · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 30ab8a22-5816-4618-9e90-1b284f3bf31b · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Unresolved cited work
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 678c5287-5e3f-477a-a16f-5e578338f40f · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Mass-Editing Memory in a Transformer
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f12674c8-4e0c-4bf1-bec3-2651954c9e53 · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 74bdf851-fce5-418a-9722-536d5b22af2a · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 607d8682-b674-4ffa-ad34-7320403aa285 · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a14b768a-0ad1-47b9-9ec8-406dfa06bc23 · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea9d1f9d-58a7-4f13-82ed-ce92e1ee425c · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Unresolved cited work
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b48f832-b2b1-4a62-b471-f2816d3da9c2 · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cf4d311-562c-4220-8bf2-d019ea1bed3a · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fec342b7-963d-49b6-adb9-a8b99db88112 · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5261d17a-2db4-4a32-bd01-c3b37c5513b9 · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Understanding the Collapse of LLMs in Model Editing
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27d2aeca-3cf0-45ea-bc22-ed3538938c5c · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6476221-2313-4080-8354-4539d60e4ecc · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3301b42c-ebcc-4813-8a4c-a9d27eae1a26 · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject online" 'onlinestring :=
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a72304b8-8026-4fdc-b393-d5f6303ffdfa · outbound
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject write newline
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bc8dc52-34b8-4476-9817-a1d9c6861d66 · inbound
GloSS over Toxicity: Understanding and Mitigating Toxicity in LLMs via Global Toxic Subspace Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8b865cef-0eee-4883-9fe5-13a6aeb0a3a0 · inbound
Focusing by Contrastive Attention: Enhancing VLMs' Visual Reasoning Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.