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Paper Citation Record · LEDGER

SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2505.02486.

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

pith.paper-citation-record.v1
2505.02486 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:40:17.556570Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T07:21:25.178085Z

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 9eb17c07-7c54-4c5a-85ce-c007f17d8b11 · inbound

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond cites this paper.

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T00:40:17.556570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:40:17.556570Z digest=sha256:c651735bc28277672dde9d9e869b3c0e03c67d3f80826535f2e331d3467424c6

Observation 8d4b8643-b9e9-43d3-a387-5ca26f8f2b8b · inbound

Dynamic Cross-Modal Prompt Generation for Multimodal Continual Instruction Tuning cites this paper.

Dynamic Cross-Modal Prompt Generation for Multimodal Continual Instruction Tuning SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:21:25.182716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-12T03:27:45.784361Z digest=sha256:c20ae622e591df189f596720002a7e0427da350ed28b6ee2e2da6528a6e481ec

Observation c5248856-6be0-4f13-b87d-fbcb059f58ff · inbound

RoCo-ACE: Rollout-Conditioned Online Distillation for Retention-Aware Knowledge Injection cites this paper.

RoCo-ACE: Rollout-Conditioned Online Distillation for Retention-Aware Knowledge Injection SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-02T11:50:19.500282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T11:50:19.500282Z digest=sha256:4ed630ad842a295a47a347a59b80270e874138daa7a0677135470b298c2781be