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Paper Citation Record · LEDGER

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

As of 12 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2604.03045.

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

pith.paper-citation-record.v1
2604.03045 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T20:16:04.999705Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

55 of 55 outbound references displayed

  • verified exact18
  • verified fuzzy2
  • unresolved33
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d422d5ff-eb4a-4e9a-8f21-bd26a4d2d3dc · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.411774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation f4e433d4-25ba-4196-87fe-4a5717f0db22 · outbound

This paper cites Layer-wise Alignment: Examining Safety Alignment Across Image Encoder Layers in Vision Language Models.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Layer-wise Alignment: Examining Safety Alignment Across Image Encoder Layers in Vision Language Models

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:18:13.382915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:96cbf2683fd1d55682a025819a00c5f5db9bd0b09ccd37839bf247c4f89e9b22

Observation 599c14d8-5db1-4376-8aac-16fa666bd11d · outbound

This paper cites Qwen3-VL Technical Report.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Qwen3-VL Technical Report

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:18:13.399338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:b042c559735e99854a46bdbd1fc946148ecc1b58422bd68952c652d2c052a853

Observation caafae4c-87ca-42e4-a4d8-d8c837e69eed · outbound

This paper cites Qwen2.5-VL Technical Report.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Qwen2.5-VL Technical Report

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:18:13.394729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:28910573f016fba44c32dc580e4bd4d96fe207d1f9cd203a5361590e681b7740

Observation 39e6780a-7444-4d8d-acbd-4bbf04bcd882 · outbound

This paper cites Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:18:13.389227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:eb85da72741d16b8c35f96f889c3f4e96736c1bf7d9281a76450d2ca707ac4e8

Observation c422b2de-c3d5-4e43-b026-7fe9abf6fcb6 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:18:13.391935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:1aa0ab240e6bb961f5fea277f62e322a154780b3ec65529a0aea9689feb13096

Observation bace0e87-6da2-4dde-afcc-5e704ee73a15 · outbound

This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:18:13.404592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:3c5654b392c9dcd13ff3f90fbeff4c87e5595d0f8de720fe15c6cc48323b7fdf

Observation 29b5afd7-206c-47a6-8c65-d9fe3a3c7aef · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.414322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:46e2d2511915e5adf06f9b1a48b592ca6d8d27ac12dd9df9a8c83dd776f91d18

Observation e34a12d1-2961-4a5c-9701-c9a274f3d1eb · outbound

This paper cites Towards Automated Circuit Discovery for Mechanistic Interpretability.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Towards Automated Circuit Discovery for Mechanistic Interpretability

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T20:18:13.386322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:bc473d78afe1c1be0832048c93ac735c4baacf7c278b0ac485d5906dfdc8a800

Observation 37d2bfe3-ccb6-43b3-a5ec-17db780754e2 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.409168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 2f79e180-27e2-49c9-b6dd-d908408cce10 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.417415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 44a857f2-8b9d-4265-abcc-50162f3128f9 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.315910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:e770d4587300f7f49aa27d9741a5181c1cd52589b9a7f4722ba009e3778856fe

Observation d0c4679c-a773-4c10-a2aa-c45474b26c54 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.337603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:497ff4667901deb824812134bfb9e283adfcc42d68f71928779315ab159baef1

Observation b568dae7-98f0-4e4e-944d-dadd2a7da53e · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.372542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:dd0cc0f0dfc0caaf3b3de31b6ca450532b4396561bdf1dac1d668064c3ed5be3

Observation 64ecf6b3-cf76-4724-83f9-2b496078f402 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.402535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:b7343598d71df825e524be88ae724cba1ca92bd0cf2bc3656097f44e05ce45b4

Observation 715cb50a-a386-4114-a1f3-110789e3c56d · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.399128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:b7a1743326f7cc233adda57c3ebae5d75e3506c0b23496d7fb0805c9b37bcd16

Observation 0b4684f6-c995-4d0a-8108-64ea52bb8d21 · outbound

This paper cites InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T02:13:38.363253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:05a00fba08e8f5c008655836fe570be8d0ef6b8797c686af85a284e62d7f3490

Observation 20b97d6c-e7d1-4f86-9b2e-1007f3cb946e · outbound

This paper cites Ming Kong, Xianzhou Zeng, Luyuan Chen, Yadong Li, Bo Yan, and Qiang Zhu.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Ming Kong, Xianzhou Zeng, Luyuan Chen, Yadong Li, Bo Yan, and Qiang Zhu

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:18:13.374407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 75698b77-0145-4d5f-83fd-3049f6352dc2 · outbound

This paper cites Why Language Models Hallucinate.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Why Language Models Hallucinate

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:18:13.347911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation ae1a659d-a23c-4add-b8a1-4ec9f360b502 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.388764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:1f5098b14f46642392b11cfd9840dd2070f56b0e6b4525c03d2383487b53d651

Observation fec02e6c-4d3b-4d57-ab9a-6f938dfd1a84 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.405725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:3662d39c62325f501ce36a8e3b27e0b57f1f38a5f81e3a6f7d65197dd04c21f7

Observation aa7c074a-691d-4ce2-a5d2-efc28888daa3 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.306759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:dc294c0fcf5d9401fbd6de73174ef213cfcb21599c876ed6b57a10c0e03b144f

Observation f348bb60-9f85-4ca2-a11b-e77725fdcab9 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.312800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:4b762e36d19fde3a67e6ecbd0a506d4be9f65c41bac6fff51cfabd0e2148d40f

Observation 47701124-fd17-4266-908b-91c9f9167632 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.285069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:d70c45940ca886657a8f677f8d54fd3444fe7b402b28d8f5cf43fdcd8f77718b

Observation 828226ab-ef89-4dda-8d92-c12c1c49e2da · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.324612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:c797607c63d978357b20fd117bbd783adb60f7ff260d0fe1c5d2db52f5daf861

Observation 64b043ec-60e9-4e62-ae39-06bd70244f57 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.303353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:8051480ab8f962a43f08e2ca5e12c5d056fbe748c6674d8f689dcb21563db695

Observation 3bf65f0c-6c9e-4f14-9080-2b00d201da5e · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.294084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:a1958caab4f03274757cf968494895419598e10092ae312919af6be9132e3280

Observation 5e52b1c9-9576-4ce7-aac1-2d0229d6c5c1 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.288223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:decf173d2f02954effa09d026cff95980ccd0f46aa4e0f82424ef29271107e3d

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

This paper cites TGIF: Text-Guided Layer Fusion Mitigates Hallucination in Multimodal LLMs.

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:3f1fc9cbaab298fa33a3a7bd3fb42e32a91c3a1d73ec3cf3abc81b8161a011eb

Observation 198b6dc1-327f-4b7d-8e26-a1108191acbc · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.340468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:74d1fbe4564f8aba31644b9ab3d1881f99b97389674d70720219056e825ec837

Observation d5b500d0-6ba2-4213-aae9-5db71c9e4a37 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.381074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:b6dba5fa291a1afb6d0099b474a4af4ce32c54ca47e38d57b9aa5d53ff8fdc71

Observation c0bbd2e2-afff-4e19-90d6-2253c1cac7c3 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:18:13.355053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:c4e75dc5876151940ef0715b927d28fe20fd86ba5b8678726010a1a5163f8799

Observation 94e3da23-78d8-4c22-849e-c4b506f0909a · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.331236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:a6f702f48d50be0488a70bdde0b07ccdf8f88461973f3a6d193b2fcc7b1e43d7

Observation d907cf0d-d638-4037-b97e-67e2f0caf50f · outbound

This paper cites The geometry of truth: Layer-wise semantic dynamics for hallucination detection in large language models.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models The geometry of truth: Layer-wise semantic dynamics for hallucination detection in large language models

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:18:13.351579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:4cfca780781d3604ba079b4d74d2e68469c1493d1cbdb259bdef5c32bf126556

Observation f7d03226-c5c5-4791-85d5-37912aaecc3d · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.327719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:e0209a44288d8beda1a74a911a449199932f80cd208af0eb3fa3cb89d7772b3b

Observation 28a85ea9-cd1f-439c-9754-bb0421b9952c · outbound

This paper cites Towards Interpreting Visual Information Processing in Vision-Language Models.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Towards Interpreting Visual Information Processing in Vision-Language Models

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:18:13.340068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:1b1aefb2b1488e3897e0c33c1dd96677a697afcc77a9adfe09988954b587e799

Observation 53150a8c-f429-43ef-8c2b-ddaa0fd8f088 · outbound

This paper cites Goh<i>et al.</i>Reply:.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Goh<i>et al.</i>Reply:

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.310108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:10bbc0faa35a319b877ce46dab5fe2119702fe36ab766f84cca41ede20c29ba3

Observation f2e6bbd5-c2c4-4526-bbdb-d864a0457266 · outbound

This paper cites In International conference on machine learning.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models In International conference on machine learning

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T02:13:38.343193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:11f2addc4562a82325f7c3ec29840c5c56bacdaefeab957c4b22fde0bc1005db

Observation 21a97904-3f0c-4d42-a896-c6376d06f315 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.318723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:ed1bc5a197921629d4986c62d6efdb018af672600be01bd0f2a576ac1f46607a

Observation 08215aa7-bb6f-40ba-b80e-d71fa53bb645 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.376338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:f2287588574f8a02a7d298491401dabc894cc0eae450f047135b770f124b32ae

Observation c9ef9115-ce5d-43fb-932d-a6f3cde62b7d · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.300471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:a1035b9e90ff026d7a640db12ab72d9b97602ef6eab7e4eae70be4e24f59bf5b

Observation c244b3c2-c07e-45bb-877e-e410fd48685c · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.291002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:05a42f8ba182d8b6a2232bd4ad3796f6c4573e8b496e8d20a78bc66ac9bb7d3d

Observation 780b1c87-062f-41fd-8fe0-c0ba5ba2f504 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.368647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:f0805acd2bfdef1222a5c2c712737ddb1f32750ab63b662a3b3c6b2c41bc857c

Observation dfffb200-6bd3-4424-bae5-4e275b62e67a · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.321985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:50fb23e918d713c7b742bb1f5f0caf89265a89c055d4f9f6a55e06ce39e21041

Observation 331a3012-d58f-4ab4-9613-a84685cb1070 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.297037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:73b3492286bd8aa8a86a41107bb0ab57b4e7ae550c4272c5fa5655dacc39f3ae

Observation 8ce5b636-7558-4569-8552-7c9e05345119 · outbound

This paper cites Learning to decode against compositional hallucination in video multimodal large language models.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Learning to decode against compositional hallucination in video multimodal large language models

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:18:13.362071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:827ba61f94155f15153d48a77110238eebe7774cedb4e19761b9b6ba1cd37d39

Observation fe5969ba-788a-48a4-8b30-3e4047066c80 · outbound

This paper cites PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-15T20:21:58.165262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:980de581cd35e7c9bc4c72c86ead9f8ce6cf7c224e7d69f0651a3a505ccdf381

Observation 238a24af-94e6-46e9-86c3-6ba442e20a9f · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.358299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:95ca44497bced0b6e4ee58648e61949611ffa19cd4990734ba0a99fd1986ae4a

Observation bfc02aca-098c-4d3b-80a9-fbb1c525e4f6 · outbound

This paper cites Eventhallusion: Diagnosing event hallucinations in video llms.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Eventhallusion: Diagnosing event hallucinations in video llms

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:18:13.358544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:99345f73b7656a373e2663f90e3257782abd3144f6b89d577567d835a7a5f0d5

Observation d501f57f-39a7-4936-aff1-da14b3c54fa5 · outbound

This paper cites LLaVA-Video: Video Instruction Tuning With Synthetic Data.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models LLaVA-Video: Video Instruction Tuning With Synthetic Data

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:18:13.344118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:475cfc3b808c827fa1fe4daf5a6ccccea22277b696c0c46e09e0ddccbffdc0e9

Observation c833bf80-d140-4f68-b7fd-9056e278829d · outbound

This paper cites arXiv preprint arXiv:2601.10010 , year=.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models arXiv preprint arXiv:2601.10010 , year=

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:18:13.377287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:f811a34b857a873ed3e6748262ca157c0922fea80306e30a26d23b1a74e90786

Observation e6b63e06-389c-4a88-b7d8-7311b34967d6 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.395428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:178653f34996343ae15b8f7603f4c013efb367e9487145398e1124c017027f50

Observation 49db870f-a3b5-48eb-a1d3-be4af11472e4 · outbound

This paper cites an unresolved cited work.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-05-14T02:13:38.334524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:b9c92b65bcda6bb5da24e9d7ef4807a91e46344332ccc5870c260e9d8c47be85

Observation 7483e0d1-8b6b-4e8c-a63c-7fd4d199cffe · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Representation Engineering: A Top-Down Approach to AI Transparency

Reference 54

Resolution
metadata mismatch
local_arxiv, observed 2026-05-13T20:18:13.365221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:64ad695498b44e7d3c3dcf436dccfe64e11ccb53f4610f0c6059c6e1a4a7bc98

Observation b0d9a8e3-98cd-43ac-aac1-2e21bc4fb26b · outbound

This paper cites Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:18:13.371247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T20:16:04.999705Z digest=sha256:5debe3794d9176e75d9b1879a2a294c6b8b88bb0acc1b76a88bf3c69a0aff54c

Pith citing papers

No inbound Pith citation observations are available.