Pith. sign in

Paper Citation Record · LEDGER

In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2403.01548.

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

pith.paper-citation-record.v1
2403.01548 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 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 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T05:37:07.796729Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T02:26:27.312056Z

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 f1545b44-4e42-4592-83d6-9dde698b240e · inbound

Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models cites this paper.

Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-09T05:37:07.796729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T05:37:07.796729Z digest=sha256:f01a2dd5e930fcab5f0f649a24880932dc3ca8ef5b06466816c222fd99d3c8db

Observation df555452-e19f-42d0-b783-2653d6ac2cba · inbound

TruthFlow: Truthful LLM Generation via Representation Flow Correction cites this paper.

TruthFlow: Truthful LLM Generation via Representation Flow Correction In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-08T22:23:27.541432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T22:23:27.541432Z digest=sha256:f5d43d155e087f56d970b130f3f6397665a7149a97ae53be1816bec6adf2f474

Observation b01a93de-944d-43ea-b733-569f4b42cfee · inbound

Exposing the Ghost in the Transformer: Abnormal Detection for Large Language Models via Hidden State Forensics cites this paper.

Exposing the Ghost in the Transformer: Abnormal Detection for Large Language Models via Hidden State Forensics In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:32:12.915022Z

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.

source=pdf_text observed=2026-05-22T22:27:18.533162Z digest=sha256:3906065b04e02a985c4a622ff0e68b68dfed0fa53720c08fce33d772a851fbd6

Observation 961ad80d-293a-44e4-8a39-0d432ccb3e2c · inbound

Enhancing Visual Reliance in Text Generation: A Bayesian Perspective on Mitigating Hallucination in Large Vision-Language Models cites this paper.

Enhancing Visual Reliance in Text Generation: A Bayesian Perspective on Mitigating Hallucination in Large Vision-Language Models In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T14:18:35.034387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:18:35.034387Z digest=sha256:e977cbccc31eb4c1e37509308f6288da1db8c48fa3a1b979513948c90d132e89

Observation d5142ab2-76c8-4829-b805-da10cfb555fe · inbound

Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models cites this paper.

Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T15:32:34.499975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:32:34.499975Z digest=sha256:8f33705a9afc164ce82b172c66bc202abef26c93be1408d9baad8c6c302100c4

Observation a92a5fc5-1f50-4479-bf71-7c7b23f15aa2 · inbound

APCD: Adaptive Path-Contrastive Decoding for Reliable Large Language Model Generation cites this paper.

APCD: Adaptive Path-Contrastive Decoding for Reliable Large Language Model Generation In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-12T05:26:25.204792Z

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.

source=arxiv_source observed=2026-05-12T05:22:25.475956Z digest=sha256:5da8552203f61ab2763016f0dc5f4883eb2d1428e3c1c9afe7157fd320a4af7c

Observation 3df04d07-3249-4f04-803e-d05dd1e24ab7 · inbound

Mitigating Hallucinations in Large Language Models Via Decoder Layer Skipping cites this paper.

Mitigating Hallucinations in Large Language Models Via Decoder Layer Skipping In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-06-28T18:32:29.022833Z

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.

source=pdf_text observed=2026-06-28T18:32:03.423160Z digest=sha256:b73e2ecc2f1ebbec595dd638d27bf1a463dc252524d9319a3d6557e9299f18d7

Observation 6540f83c-3d51-4a78-9979-af4e36eb124e · inbound

Hallucinations as Orthogonal Noise: Inference-Time Manifold Alignment via Dynamic Contextual Orthogonalization cites this paper.

Hallucinations as Orthogonal Noise: Inference-Time Manifold Alignment via Dynamic Contextual Orthogonalization In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-07-02T02:26:27.314961Z

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.

source=arxiv_source observed=2026-06-28T10:52:20.025188Z digest=sha256:3d4fd4870e6032c3157adebd24d5e3d0ade6577cbc4988fca1dcf7f5f31d62b5

Observation faa39c85-e140-4c45-bae7-812f42153f59 · inbound

Reliability Scales Inversely: Hallucinations Snowball Faster in Bigger Language Models cites this paper.

Reliability Scales Inversely: Hallucinations Snowball Faster in Bigger Language Models In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-02T09:19:44.090066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T09:19:44.090066Z digest=sha256:c2904c0fe7100ac3271f39eb952495995fca1e7e339011cc02b7344917ea17c1