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Paper Citation Record · LEDGER

TGIF: Text-Guided Layer Fusion Mitigates Hallucination in Multimodal LLMs

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2601.03100.

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

pith.paper-citation-record.v1
2601.03100 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T17:53:29.860496Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T17:56:25.054062Z

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 a8209525-b188-4dae-9c7c-0ee0d561bc69 · inbound

Mema: Memory-Augmented Adapter for Enhanced Vision-Language Understanding cites this paper.

Mema: Memory-Augmented Adapter for Enhanced Vision-Language Understanding TGIF: Text-Guided Layer Fusion Mitigates Hallucination in Multimodal LLMs

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-08-11T02:15:52.024129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T17:53:29.860496Z digest=sha256:0051a33b91be10c00f39db184e13f6ba3779228c1255da42cda242e3a35ee52c

Observation f69492e1-d953-4aa4-97af-9fbf630c825a · inbound

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models cites this paper.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models TGIF: Text-Guided Layer Fusion Mitigates Hallucination in Multimodal LLMs

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-08-11T02:15:52.024129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:456e754a14367a66e4ae11983ebb9dd0fcb4008564a9046bebd9edb289c071b7