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Paper Citation Record · LEDGER

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors

As of 7 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2509.00969.

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

pith.paper-citation-record.v1
2509.00969 v2

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:05:56.484408Z

measured 61 of 61 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 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

61 of 61 outbound references displayed

  • verified exact2
  • verified fuzzy2
  • unresolved57
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3eba0d5a-0297-42dc-9608-6a95e01a9741 · outbound

This paper cites online" 'onlinestring :=.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors online" 'onlinestring :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:53.235597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:53.235597Z digest=sha256:47fad6f433d8411c2e017842670104277f1acd227f86f41a1677e3dd98a79250

Observation 06e8b971-70d6-417f-953e-29cb46383135 · outbound

This paper cites write newline.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:53.365017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:53.365017Z digest=sha256:76e01e9fb318d7b1848a292ace2dc72d1d41ac29176b5997dcfd1b8eb8008824

Observation a50d49d8-e4fe-40df-bf1e-f6367e27301e · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:57.088261Z

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=arxiv_source observed=2026-08-05T13:05:53.473748Z digest=sha256:301d1fcb13fe2e17920f27a60408904493c75b6d907bf17ee527dc71be620caf

Observation 80a89611-51ad-47ea-9a7e-4ffd757fcfc2 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 4

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unresolved
raw_fallback, observed 2026-08-05T13:05:57.078212Z

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=arxiv_source observed=2026-08-05T13:05:53.550665Z digest=sha256:5f8b1d20fd4109f607675c33d2838adb8fa6ae5bffa04bb36ea96d8c6d7d215c

Observation d3f6908b-f5cb-43a8-8a83-2b6c0c3769e9 · outbound

This paper cites Token Merging: Your ViT But Faster.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Token Merging: Your ViT But Faster

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:53.616303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:53.616303Z digest=sha256:fc04510ce443cf7190f545f12ea6562bb44eadd68a9f967d11c69194cb350e94

Observation 61ce91eb-1861-41e1-b0f3-e174b6415dc3 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:57.067311Z

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=arxiv_source observed=2026-08-05T13:05:53.681026Z digest=sha256:adbe1fe4d7af74d6916449843d762591c7f2a792f68714943a91ffdbe7348b19

Observation 8eacebfc-68c3-470b-a361-d7ff1f73cdb3 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:57.055994Z

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=arxiv_source observed=2026-08-05T13:05:53.746451Z digest=sha256:23472286aacf45b0374d661ee59894b75a44ca76f1f881d694bbb4b7204f3ce8

Observation bbd2c311-4312-47b8-b990-4fb9747f14fc · outbound

This paper cites MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:53.794576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:53.794576Z digest=sha256:e7a4925fb5523742022c59e4e056f7d53587c3cb857ba76c4a4a28e8b4195ffe

Observation 334e107d-3199-48d8-93e2-df47d2985064 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:57.044854Z

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=arxiv_source observed=2026-08-05T13:05:53.832400Z digest=sha256:cb23d5ac49c52043ff5864924319936715cff49d63b2cf5fcc28f5cff72f5d8a

Observation c36bc76c-9875-4ff9-b6c0-69c82a7293ba · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:57.034658Z

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=arxiv_source observed=2026-08-05T13:05:53.876365Z digest=sha256:3537e833d6b75c8e712930c05c4d96b7db449744503790df6d7602d890134979

Observation aca1768d-d489-4e0c-bd38-add5b271fc87 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:57.024753Z

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=arxiv_source observed=2026-08-05T13:05:53.931576Z digest=sha256:54a165ca771f2e522d3422bbe7e2e7cbed5d50014decde1d86efbc85417253ef

Observation c21867b7-2676-48dd-9917-21e5fb1f3d22 · outbound

This paper cites MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:53.979850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:53.979850Z digest=sha256:245e7f86b1092e061898782645c4d609811cdeecd2577ce100c0a30b8e2d3dcd

Observation 52e0de29-c462-44ec-9e5c-e515c51147a4 · outbound

This paper cites MobileVLM V2: Faster and Stronger Baseline for Vision Language Model.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:54.046573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:54.046573Z digest=sha256:e5a3f164e05838a44e009c02432aeaf806ceb808019ada31a33d38588f591518

Observation e3056099-9f02-4247-a432-4af80e8acff8 · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Scaling Instruction-Finetuned Language Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:54.085259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:54.085259Z digest=sha256:5f13b4c473e9de57a8534e3173182edcfca5715c2e834e65c2cde72b08bde829

Observation 30ff767b-59c4-4bf1-8691-dba56165d421 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 15

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unresolved
no resolver link, observed 2026-08-05T13:05:54.126692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:54.126692Z digest=sha256:f94609d8f9921dcd69653f937540d2b1cbb2245915eb04482ed3f7e3d50a4eb4

Observation 7963f233-83ad-4476-8f33-3e858db0c826 · outbound

This paper cites something something.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors something something

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:05:57.006612Z

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=arxiv_source observed=2026-08-05T13:05:54.163677Z digest=sha256:44e7fa737f47be451f8b0f1417011f77a8e38d474fb4da70ed705c29365d8048

Observation 656a4fd0-605b-4fe3-aaed-9e6b92553960 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.988491Z

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=arxiv_source observed=2026-08-05T13:05:54.175024Z digest=sha256:51ea05668a171fe78744dc9065b0495572714b3b11fa2f294deb59a955ed82d0

Observation c8369171-f4de-4de8-a44b-0619cc4f5a02 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 18

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unresolved
raw_fallback, observed 2026-08-05T13:05:56.977478Z

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=arxiv_source observed=2026-08-05T13:05:54.213261Z digest=sha256:705d5c44e49f9366ba05f027ade39340bd2ee2fd721b0fa77695eb8163ec7365

Observation e3cae302-8947-4497-bd34-7b0087cb4523 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.965785Z

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=arxiv_source observed=2026-08-05T13:05:54.230744Z digest=sha256:88d256c261dc5c4bb0c73de86aea65701eced69f6b4eefe964750d1a8f151667

Observation df9c99fa-17c8-4d90-a87f-994d1b2549ce · outbound

This paper cites The Kinetics Human Action Video Dataset.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors The Kinetics Human Action Video Dataset

Reference 20

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unresolved
no resolver link, observed 2026-08-05T13:05:54.267164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:54.267164Z digest=sha256:1e2e420e520f36d4ecc167e56c147004b883829897f12cdf17adbe8546b584c8

Observation b2ac6a30-6a71-46a5-8d33-61a69186265d · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 21

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unresolved
raw_fallback, observed 2026-08-05T13:05:56.955306Z

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=arxiv_source observed=2026-08-05T13:05:54.304338Z digest=sha256:b1f665be8fcb329872484bc1a88c6180aaff30532696980a67bc76ef9974f48c

Observation 45f76a06-6955-4e83-986f-d7d40c10be68 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.944892Z

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=arxiv_source observed=2026-08-05T13:05:54.345335Z digest=sha256:9ad217461350fb24dba22800e1c5c6b57a5c7e8ef594020b96c83cb5a416d706

Observation 53f00fa1-41cb-4adf-bc27-2b7712cca3ae · outbound

This paper cites VideoChat: Chat-Centric Video Understanding.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors VideoChat: Chat-Centric Video Understanding

Reference 23

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unresolved
no resolver link, observed 2026-08-05T13:05:54.367396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:54.367396Z digest=sha256:34a192b40e0a743952917a3e5618a6ae982bbcae1d987f0950e423306b1095c5

Observation c53423cd-a64f-4ffb-8d3c-16d32a626f8e · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 24

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unresolved
no resolver link, observed 2026-08-05T13:05:54.407668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:54.407668Z digest=sha256:6c610de2149520c62bac450795cfd663aea5d8eff9f62724ed3a9db9eaac40db

Observation 4b131883-97a4-4f14-97af-e2abeb8c3d79 · outbound

This paper cites TokenPacker: Efficient Visual Projector for Multimodal LLM.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors TokenPacker: Efficient Visual Projector for Multimodal LLM

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:54.422800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:54.422800Z digest=sha256:1e2ce5f0d7b4916adefb4e5267b8f0c24e735d10238040c557dca3f1a3d49ab2

Observation 6c41d5a6-4e76-40c6-adc6-d2060604eea6 · outbound

This paper cites What If We Recaption Billions of Web Images with LLaMA-3?.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors What If We Recaption Billions of Web Images with LLaMA-3?

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:54.478225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:54.478225Z digest=sha256:d8780698890a2b42baa7a720e2109f87403899efd41c5856e80b8768dd7bbc79

Observation d189ee06-e847-43e5-bc8f-a8d55761c9b0 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.928365Z

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=arxiv_source observed=2026-08-05T13:05:54.537883Z digest=sha256:f4ea85ce3f926dacfbd89d210cf4e60e26128e555d424d7b7fe2b547289907c0

Observation 908088f7-fd8d-4088-8056-6a83a82e5dd7 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:54.626918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:54.626918Z digest=sha256:363194c470bdd6852e7a04851853be40a0aab2bc234194a9554a7f64d8a55b8e

Observation 56b263f3-4ca1-4088-8d93-cb68876d970e · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.918008Z

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=arxiv_source observed=2026-08-05T13:05:54.731172Z digest=sha256:aa15bc58bdfcd8a9e461328435e6f07572429f2985ff10a798a531c5750a984c

Observation b001d0d2-5c6e-4698-a81e-97dcb9b60390 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.908659Z

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=arxiv_source observed=2026-08-05T13:05:54.782248Z digest=sha256:7781cd2d3c4ba1aa8e362e3841eea837b6d63aae9a5eff381e4f460a8be74585

Observation 4ad8e511-e310-4792-95d6-3f350695e653 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:54.790967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:54.790967Z digest=sha256:ab1656e8f1eafb27cb0579e316d32e9d2ad29ea4818790aec043d8b5857a3112

Observation 53c833c4-00fe-4e23-bec0-cadc49a3b59c · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.892820Z

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=arxiv_source observed=2026-08-05T13:05:54.797709Z digest=sha256:8c7410e48f358dcc14a85a094cbc5bc0f44536186c6fcaabbfaff8c302d620c5

Observation 6c48193c-9fa1-45ec-9f52-1f2faa13b998 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 33

Resolution
verified exact
doi, observed 2026-08-05T13:05:56.531169Z

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=arxiv_source observed=2026-08-05T13:05:54.817737Z digest=sha256:26d474c7c55dd9c94567a04ef2334e3873a24551031104a5ef7c0958699acb25

Observation a6630497-dc85-42bc-83c5-efaa1c28942c · outbound

This paper cites Valley: Video Assistant with Large Language model Enhanced abilitY.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Valley: Video Assistant with Large Language model Enhanced abilitY

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:54.875262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:54.875262Z digest=sha256:fea3afd3c99601d696b7939f68968c7668bfb773c23667c03b7d386776126f44

Observation d2ced70f-f85b-4c34-bdf5-e2df936bef70 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.882918Z

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=arxiv_source observed=2026-08-05T13:05:54.971859Z digest=sha256:397d4c0600e045b6b6e3dde8c45d2968bb59f224676c154aa470905c93615772

Observation 12300213-6095-433b-8b26-6bece59e0d14 · outbound

This paper cites VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:55.083406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:55.083406Z digest=sha256:0d084fa6a351834fccca0024c0808927d37396b37a36b2583a554f69625e2050

Observation 32a734d8-0c95-4c5d-aacb-cb97f6a28e5f · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.873199Z

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=arxiv_source observed=2026-08-05T13:05:55.168318Z digest=sha256:2964a06737468fc7644aa925ec50bbe59453e2d32d2cb69bb75213e28ee2eab4

Observation 7f192378-6656-46d9-82d4-cce3ea3690ab · outbound

This paper cites Perception Test: A Diagnostic Benchmark for Multimodal Video Models.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Perception Test: A Diagnostic Benchmark for Multimodal Video Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:55.211311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:55.211311Z digest=sha256:4af35f2014b27d78b4dcbf009c7bcca184da72fa40d7d186716389b4cdbbeeb4

Observation 5efc6ad7-758e-4d84-ab19-fe4b4297cca6 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:55.293574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:55.293574Z digest=sha256:e405fe2ec1ba3db67ea8ce3a9ecb5af70a458c50970524ec19680024bcd0b191

Observation b509660e-f94a-44f4-8710-8c1f3035b75e · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.856410Z

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=arxiv_source observed=2026-08-05T13:05:55.363817Z digest=sha256:38c8c31d632e02b7a9ebefcb95383e86ad0f18d501cd60240d9e9914ca936f96

Observation 1fb4b155-49b7-4811-84df-94f42a5ad213 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.846261Z

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=arxiv_source observed=2026-08-05T13:05:55.406091Z digest=sha256:1fb7e557716955f1dcddacdc157a92d56338614bb92833d25ad110f1fe995cb9

Observation 24428157-7a14-4ced-8cbe-2c3db02157c5 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.836332Z

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=arxiv_source observed=2026-08-05T13:05:55.466123Z digest=sha256:9d7b36bce76cbd7cac3403178153dc9d432a62ce0c1a86d15d63584aa271d926

Observation 9ddb16e0-3e75-4641-8258-fb9e5640614c · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.825240Z

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=arxiv_source observed=2026-08-05T13:05:55.512481Z digest=sha256:f44e7e65f99c8ab13eaaeaa74cdfdf09ac28104625b8705424426e56de8c059d

Observation d5344a12-99f3-424b-b19e-99df6a1295f8 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:55.584430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:55.584430Z digest=sha256:b0710db9fcec4cefd6f4a6c481cff67cdbd947fc55ced9f245e2e6d0c81dee59

Observation 35343478-ec9f-496f-b0dd-78614b9c746a · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.808257Z

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=arxiv_source observed=2026-08-05T13:05:55.654485Z digest=sha256:29d5c12c69daf49055c5cc20e40a4675ae134ec0562786fb0e5aa57c1df9afe1

Observation 66c95aa7-e169-42e3-8816-cfcd532bcb56 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors LLaMA: Open and Efficient Foundation Language Models

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:55.724253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:55.724253Z digest=sha256:d01ef26e14a06235e3237d463ff9cca9d29379dc854fd1cb0200200bc65a83dc

Observation 9c72c10a-aa91-4c35-b588-6183f952f355 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:55.794328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:55.794328Z digest=sha256:85ec3e7909f465077e654d27a49b262d5e9533d29510308be480c8ab9d057dac

Observation d0ee8bd6-f100-4136-8876-c03688e45bc4 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.797175Z

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=arxiv_source observed=2026-08-05T13:05:55.839359Z digest=sha256:0f53a1d00a2938e6eb81ecbc76f6a04d6b240b522a16e1382e1f2240663c7710

Observation a35eae8e-1978-43cc-b43f-da23d8134e7e · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 49

Resolution
verified exact
doi, observed 2026-08-05T13:05:56.520197Z

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=arxiv_source observed=2026-08-05T13:05:55.894783Z digest=sha256:3dc0a7928d57c0d9e2dcae2a372d7b7cec2f0a231af3a4f345d257c0fd712bfe

Observation e3736764-6d94-4e73-8a19-b65e5879f412 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:55.937129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:55.937129Z digest=sha256:049ca5cb1d0035bb9ec620c97bd43505a1fca2c93dc0fe6cdada058ead3cce2d

Observation f0343381-ce90-4446-a91b-08601cc6c9e3 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:55.979545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:55.979545Z digest=sha256:689bd632622c8c5537e50d822ea3d46e514f2ab705f01b372ed4066c245cc637

Observation 10f2929c-0710-4e3d-b7f2-c63bd70b44e9 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.773627Z

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=arxiv_source observed=2026-08-05T13:05:56.002741Z digest=sha256:49299570b570fd70d91b2f8eef93300c0d7fcf951c87ceb7471b2cccb53cbbc5

Observation e6da866d-f3be-4087-b9b3-4587f6eb0075 · outbound

This paper cites Gupta, Rilyn Han, Li Fei-Fei, and Saining Xie.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Gupta, Rilyn Han, Li Fei-Fei, and Saining Xie

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:05:56.761756Z

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=arxiv_source observed=2026-08-05T13:05:56.058383Z digest=sha256:f4150d939ea656a807f22fd8450b4f287ec5d5eb2732b9d25f31272869f57467

Observation c78a3461-6b53-4510-b9aa-1b2910607279 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.751423Z

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=arxiv_source observed=2026-08-05T13:05:56.102237Z digest=sha256:cd21135c68f54af725ed5bc6cc7c7bb24695733e6650d589bca817e868ba61bb

Observation c60e3fa1-6315-425e-b4e2-141155b5ec52 · outbound

This paper cites CLEVRER: CoLlision Events for Video REpresentation and Reasoning.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors CLEVRER: CoLlision Events for Video REpresentation and Reasoning

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:56.164738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:56.164738Z digest=sha256:2785c6647ada8317d5b8678e7a066c0801f26a6d760a170292f92d2a7a853f28

Observation 44f6258d-6830-47b4-9121-e95269b6d565 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.740895Z

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=arxiv_source observed=2026-08-05T13:05:56.215245Z digest=sha256:7ddf076af700fceabaad08e74495bd3b901509c59a9fdd7d53d5f9ceb35d5688

Observation cf62ef30-a320-401e-baba-17efa35e793c · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:56.273972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:56.273972Z digest=sha256:7059c5c176b8287883be819941cd113381568d5c13624094b2c5b116cf03b6d0

Observation 434e5fa5-6559-4f83-930a-34765c97f39a · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.730852Z

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=arxiv_source observed=2026-08-05T13:05:56.324177Z digest=sha256:c7ee156e4646f2000da4d040c06ad7f6f12772539b5d810135b088eb34fa82b4

Observation 451a5ec0-1aea-40c2-be0e-11e1cd09b5f8 · outbound

This paper cites an unresolved cited work.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:05:56.720709Z

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=arxiv_source observed=2026-08-05T13:05:56.337483Z digest=sha256:45c54f1f4e1fe4cc115554ee428b5a0c8e96f9e8695d411960918df55ccf0b9a

Observation be70dd87-0aee-4f07-a90a-33ab85d0a529 · outbound

This paper cites LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:56.397948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:56.397948Z digest=sha256:e9025fe8e59e625e0d9f0bd2b92c7048a8e5444de4e562447c56580cf8a60734

Observation 469b897c-590b-4a9d-a34a-adaacffc4b8d · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-05T13:05:56.484408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:05:56.484408Z digest=sha256:78cedf2bd693750796df50f666dc965f87df0e95abc65cf5e3ba41950bcfd278

Pith citing papers

No inbound Pith citation observations are available.