Paper Citation Record · LEDGER

PEVLM: Parallel Encoding for Vision-Language Models

As of 21 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2506.19651.

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

pith.paper-citation-record.v1
2506.19651 v3

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:37:59.095922Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T16:17:09.834609Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T09:05:57.990017Z

Reference resolution

36 of 36 outbound references displayed

verified exact1
verified fuzzy2
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ec57643b-5e59-4896-b366-58d4b9bcd0ad · outbound

This paper cites B.; et al.

PEVLM: Parallel Encoding for Vision-Language Models B.; et al

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:37:59.682739Z

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 5f897db2-af70-433c-a4c6-a181d7c13640 · outbound

This paper cites Qwen2.5-VL Technical Report.

PEVLM: Parallel Encoding for Vision-Language Models Qwen2.5-VL Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:58.914886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1086f908-087d-408d-96de-04d10a8cb811 · outbound

This paper cites E.; and Cohan, A.

PEVLM: Parallel Encoding for Vision-Language Models E.; and Cohan, A

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:37:59.666080Z

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 f6d3cc2e-784e-4c7e-b42e-a8e4e127bff4 · outbound

This paper cites Metabolic scaling in small life forms.

PEVLM: Parallel Encoding for Vision-Language Models Metabolic scaling in small life forms

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:58.926663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf0f0076-ed43-4747-bc76-3697aa73b40f · outbound

This paper cites Connection of event shapes to the heavy-flavor baryon enhancement.

PEVLM: Parallel Encoding for Vision-Language Models Connection of event shapes to the heavy-flavor baryon enhancement

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:58.932723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6312f77f-ae96-41fb-9d8e-d037e8cc2d67 · outbound

This paper cites LongVILA: Scaling Long-Context Visual Language Models for Long Videos.

PEVLM: Parallel Encoding for Vision-Language Models LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:58.938190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35d13144-643e-49da-844f-7de9ee9ae0b6 · outbound

This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.

PEVLM: Parallel Encoding for Vision-Language Models Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:58.944133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff7d88f6-f4ac-4571-89a9-046c719473df · outbound

This paper cites The Kazdan-Warner problem on compact K\"ahler surfaces.

PEVLM: Parallel Encoding for Vision-Language Models The Kazdan-Warner problem on compact K\"ahler surfaces

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:58.949615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3402fc28-2d95-4ab3-987c-3ca56b4cf08d · outbound

This paper cites an unresolved cited work.

PEVLM: Parallel Encoding for Vision-Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:37:59.648218Z

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 cf558565-c28d-4480-b2ed-50195fabf28a · outbound

This paper cites Time-Transient Wireless RF Sensor with Differentiative Detecting Capability for Target Ionic Solution of Water and Dielectric Objects Introduced into Water.

PEVLM: Parallel Encoding for Vision-Language Models Time-Transient Wireless RF Sensor with Differentiative Detecting Capability for Target Ionic Solution of Water and Dielectric Objects Introduced into Water

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:58.960310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4086921-1ee2-4750-a572-0c1d470f44b9 · outbound

This paper cites See What You Are Told: Visual Attention Sink in Large Multimodal Models.

PEVLM: Parallel Encoding for Vision-Language Models See What You Are Told: Visual Attention Sink in Large Multimodal Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:58.965659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e19a9ef-1022-4344-adc7-349a5b8eb20c · outbound

This paper cites Efficient Streaming Language Models with Attention Sinks.

PEVLM: Parallel Encoding for Vision-Language Models Efficient Streaming Language Models with Attention Sinks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:58.973138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8025eddb-a85d-4192-821f-14ec78e1d0cf · outbound

This paper cites an unresolved cited work.

PEVLM: Parallel Encoding for Vision-Language Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:37:59.631881Z

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 d490d203-fc5f-444c-adb2-d1056550f63e · outbound

This paper cites MVBench: A Comprehensive Multi-modal Video Understanding Benchmark.

PEVLM: Parallel Encoding for Vision-Language Models MVBench: A Comprehensive Multi-modal Video Understanding Benchmark

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:58.984224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab0ca568-1ac7-49c2-8f74-1e19c24c80b9 · outbound

This paper cites an unresolved cited work.

PEVLM: Parallel Encoding for Vision-Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:37:59.616422Z

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 047844d6-371c-4d95-9b1d-ca8a9f38e047 · outbound

This paper cites FocusLLM: Precise Understanding of Long Context by Dynamic Condensing.

PEVLM: Parallel Encoding for Vision-Language Models FocusLLM: Precise Understanding of Long Context by Dynamic Condensing

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:58.994348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d21233de-c0f6-4cd3-9114-462ba07ee34e · outbound

This paper cites F.; Lin, K.; Hewitt, J.; Paranjape, A.; Bevilacqua, M.; Petroni, F.; and Liang, P.

PEVLM: Parallel Encoding for Vision-Language Models F.; Lin, K.; Hewitt, J.; Paranjape, A.; Bevilacqua, M.; Petroni, F.; and Liang, P

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:58.999389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfeb82a2-c625-43e6-9fdd-67ddfa07213b · outbound

This paper cites Robust Bayesian Method for Refutable Models.

PEVLM: Parallel Encoding for Vision-Language Models Robust Bayesian Method for Refutable Models

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:37:59.311242Z

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 893955ca-0f94-42ab-a852-13e4c8efe289 · outbound

This paper cites an unresolved cited work.

PEVLM: Parallel Encoding for Vision-Language Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:37:59.592222Z

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 3213bfb6-70c4-4b01-b1e7-eea06aa82be4 · outbound

This paper cites MoBA: Mixture of Block Attention for Long-Context LLMs.

PEVLM: Parallel Encoding for Vision-Language Models MoBA: Mixture of Block Attention for Long-Context LLMs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:59.014097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45fb3e26-c156-4315-aeb6-9a2fbf54690e · outbound

This paper cites TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text.

PEVLM: Parallel Encoding for Vision-Language Models TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:59.019141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35115952-9044-4145-9578-9cd3f2533e56 · outbound

This paper cites Block-Attention for Efficient Prefilling.

PEVLM: Parallel Encoding for Vision-Language Models Block-Attention for Efficient Prefilling

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:59.024047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d873379-3bd8-49cd-8044-ff41d72a6d91 · outbound

This paper cites an unresolved cited work.

PEVLM: Parallel Encoding for Vision-Language Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:59.029882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba50c44e-d1c0-4608-9980-79f339380137 · outbound

This paper cites an unresolved cited work.

PEVLM: Parallel Encoding for Vision-Language Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:37:59.564690Z

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 0377c4f0-b363-495e-a3cc-e7532079926b · outbound

This paper cites an unresolved cited work.

PEVLM: Parallel Encoding for Vision-Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:37:59.549053Z

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 3ecb271d-02ec-4e57-b75e-48f7af9b5028 · outbound

This paper cites Parallel Context Windows for Large Language Models.

PEVLM: Parallel Encoding for Vision-Language Models Parallel Context Windows for Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:59.044692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8cfbe6d-2231-4c8b-8721-906e352e75b4 · outbound

This paper cites Massive Activations in Large Language Models.

PEVLM: Parallel Encoding for Vision-Language Models Massive Activations in Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:59.050314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4a4adf9-5493-4135-9bd3-3bc2643f4b71 · outbound

This paper cites an unresolved cited work.

PEVLM: Parallel Encoding for Vision-Language Models Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:37:59.531659Z

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 e2f16849-d3b6-4f79-8f49-8025349f590a · outbound

This paper cites Softmax is not Enough (for Sharp Size Generalisation).

PEVLM: Parallel Encoding for Vision-Language Models Softmax is not Enough (for Sharp Size Generalisation)

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:59.060322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9744f1cc-06a1-4d44-a00b-c8fcec72b221 · outbound

This paper cites Clifford algebra Cl(0,6) approach to beyond the standard model and naturalness problems.

PEVLM: Parallel Encoding for Vision-Language Models Clifford algebra Cl(0,6) approach to beyond the standard model and naturalness problems

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:59.065629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2275138c-f067-4a93-ae58-2c934f4befeb · outbound

This paper cites an unresolved cited work.

PEVLM: Parallel Encoding for Vision-Language Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:37:59.515058Z

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 16baed7a-b570-45b1-b29e-a1c95c4b091c · outbound

This paper cites Long-Context Language Modeling with Parallel Context Encoding.

PEVLM: Parallel Encoding for Vision-Language Models Long-Context Language Modeling with Parallel Context Encoding

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:59.076039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffeeaffb-9997-4dc8-ba12-06774c8b5f97 · outbound

This paper cites Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention.

PEVLM: Parallel Encoding for Vision-Language Models Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:59.081246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e07ddd8d-8e4e-428e-8703-371b9de17fae · outbound

This paper cites an unresolved cited work.

PEVLM: Parallel Encoding for Vision-Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:37:59.498764Z

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 5c6f9491-42ce-493a-9381-f9032109337c · outbound

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

PEVLM: Parallel Encoding for Vision-Language Models LLaVA-Video: Video Instruction Tuning With Synthetic Data

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:59.090863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13235896-b8b4-4127-ae9a-178803805ee3 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

PEVLM: Parallel Encoding for Vision-Language Models MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T18:37:59.095922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5489b355-2533-4bf1-916f-a55771522dbc · inbound

Attention Sink in Transformers: A Survey on Utilization, Interpretation, and Mitigation cites this paper.

Attention Sink in Transformers: A Survey on Utilization, Interpretation, and Mitigation PEVLM: Parallel Encoding for Vision-Language Models

Reference 103

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:05:57.992297Z

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.