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Paper Citation Record · LEDGER

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning

As of 19 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 0 inbound Pith citation observations for arXiv:2608.01980.

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

pith.paper-citation-record.v1
2608.01980 v1

Coverage vector

measured 77 of 77 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:24:16.137033Z

measured 77 of 77 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

77 of 77 outbound references displayed

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  • unresolved77
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  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5dd88c90-f441-4bdc-96e4-8746d73ce00d · outbound

This paper cites 2022 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2022 , eprint =

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:11.421366Z digest=sha256:5738e1654f1e6aa54323499e3cb76933fc703c67a94ded78ee217dd4047ea031

Observation bb9e320c-501e-422e-bf20-c1c945d60e38 · outbound

This paper cites 2023 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2023 , eprint =

Reference 2

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source=arxiv_source observed=2026-08-04T17:24:11.481583Z digest=sha256:d0123542b94cce8d9c0c6e51435e821a0a39fad3623b5e1a171444926e2aab99

Observation eef1d673-8bf2-4daa-b368-ce9d71412629 · outbound

This paper cites 2024 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2024 , eprint =

Reference 3

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source=arxiv_source observed=2026-08-04T17:24:11.541274Z digest=sha256:04f7b95d642247a6c8cc17596a7a1c0a5f442164380339b07e64f354bfb224a4

Observation d8a9f147-f505-4e75-a58a-7b1f9fd32127 · outbound

This paper cites 2024 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2024 , eprint =

Reference 4

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source=arxiv_source observed=2026-08-04T17:24:11.633535Z digest=sha256:6064af9d207df3fffa9a27cf12a0b8c11fd6eea7e00f783791b84d724904ec5a

Observation f1d5de62-2cd6-4cdc-92e3-677f1733ff45 · outbound

This paper cites 2024 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2024 , eprint =

Reference 5

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source=arxiv_source observed=2026-08-04T17:24:11.719637Z digest=sha256:5921e02c5bee924d64bd013f992fe37a125c2716b9095b96820b9bc3213b111b

Observation b8f348ba-7734-4a93-baf8-71af0d589a5e · outbound

This paper cites 2023 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2023 , eprint =

Reference 6

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-04T17:24:11.789419Z digest=sha256:30e46ef05756a9f02a27920db31b0f9d4a727cacc8e77c0c4f0110b5b8b6d60f

Observation 81773c79-66a5-4839-b453-d88ffdb9aa6b · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 7

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source=arxiv_source observed=2026-08-04T17:24:11.879008Z digest=sha256:df105a09136c0c085cfc38ced93cf68e8e4c3ab3ea0034b4db81eb69e7d7c4b4

Observation c103c257-9a98-488f-884b-7ae63c156b8d · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 8

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source=arxiv_source observed=2026-08-04T17:24:12.005659Z digest=sha256:75620bcde09bbbbb9696345285538ff5da2fd41b60946076c712309b5ac3e044

Observation 161b42ce-4eac-46c6-bf08-1cea4e620925 · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 9

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source=arxiv_source observed=2026-08-04T17:24:12.091220Z digest=sha256:f9cbb1c1e0e70d2757f9171a6e880b71494ac234e5fb44758df5b841bd16a456

Observation e5fb9009-81ea-43c2-9776-9e6e0f295a5a · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 10

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source=arxiv_source observed=2026-08-04T17:24:12.161072Z digest=sha256:08be93088c66e433b577662c96a843b78726701a766d1fb16e7ac2f91cc65f84

Observation a52a47bb-8380-4a67-b390-e02933130641 · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 11

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source=arxiv_source observed=2026-08-04T17:24:12.231014Z digest=sha256:d610b780d1a57555ddbee58b5a70b2c89690c3c5c85a4521a35fcb8d1a81b69b

Observation 9411f231-ecea-4e03-906a-2d1a5966a34c · outbound

This paper cites 2026 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2026 , eprint =

Reference 12

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source=arxiv_source observed=2026-08-04T17:24:12.355523Z digest=sha256:5ad95c3cc0ea73e17b4004d1c01fe129f100c7188d3d33123610b35c2b15f78b

Observation 4b2aef36-6ef6-4b9c-ad52-e9f40bbb4abe · outbound

This paper cites 2026 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2026 , eprint =

Reference 13

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source=arxiv_source observed=2026-08-04T17:24:12.475705Z digest=sha256:b15fa5b6b57de8f13422fdbb7c28aec8ec26f1b168d76b6d15c95ce50c5975fe

Observation da980429-4fc5-44c4-b57c-89d0c535c4cd · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 14

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:12.535104Z digest=sha256:6b5dbfbbe7a244be1a700085b8c905c52bbe4f95b06bb07ebb9a36a84e3e5811

Observation 3b4ff24c-d867-4ea1-903e-9b227c6c3f4f · outbound

This paper cites 2022 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2022 , eprint =

Reference 15

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:12.610481Z digest=sha256:1bdabb19af510896d10fdf4278e18c8b7c87aa1cb818f17a2893a522ebc12681

Observation 980a662d-dc75-4638-ac21-363c26b511ff · outbound

This paper cites 2024 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2024 , eprint =

Reference 16

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source=arxiv_source observed=2026-08-04T17:24:12.732877Z digest=sha256:da558a50d1f0bd7712e11728da2146e19839194351c762219a3a983ae07859c8

Observation 36102592-a42d-4b63-82cc-5a8560131b87 · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 17

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source=arxiv_source observed=2026-08-04T17:24:12.781809Z digest=sha256:d20757573aa148e8062a8e294d86d61c059af84a13b7d6005021d1d4100bbdc8

Observation e013fc1d-36d9-47ee-aa2f-b2e681887ce0 · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 18

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source=arxiv_source observed=2026-08-04T17:24:12.880652Z digest=sha256:8917523ef8890daebe6b03c7d7d3b86d00849887ad65145a99982688384d0bae

Observation 4caacc18-c23e-4824-be44-cc02cbaba436 · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 19

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:12.931217Z digest=sha256:684b60d32972703bb002f8b11ee9365d869fd8ab06f6405894347b4b02d658dd

Observation efb35e7f-cc1a-44ca-81a8-2f46c212b123 · outbound

This paper cites 2026 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2026 , eprint =

Reference 20

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source=arxiv_source observed=2026-08-04T17:24:13.022135Z digest=sha256:a3a32576863190ce70a0b3a061635bd8b186313f9c8aebb3554ac371a86be89c

Observation 2e4a4441-7c1e-43ea-b7a4-eaaf825fc178 · outbound

This paper cites 2026 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2026 , eprint =

Reference 21

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source=arxiv_source observed=2026-08-04T17:24:13.115976Z digest=sha256:2fd55d05b0a20874b4cb54207d693195f4b75eb6e615740abd3f138d8b390e46

Observation 0f5389ce-3487-4029-b0b6-e6d7423d5a94 · outbound

This paper cites 2026 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2026 , eprint =

Reference 22

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source=arxiv_source observed=2026-08-04T17:24:13.161479Z digest=sha256:e54028c85206748579e140f4e5b25b23f4a4fac23cbcfdd9946d023009162a87

Observation 0a940ba0-5c46-48b9-92e0-98f67dddf585 · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:13.260931Z digest=sha256:7b815baeb5a8bc5ce2bfce4301afcfcbff43972588f29d8f11288924938cfbbb

Observation 98c7da9e-bca9-4280-8a6f-a99cc9e46f4f · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 24

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source=arxiv_source observed=2026-08-04T17:24:13.344564Z digest=sha256:144350e09859fda8c7abf61aaa4975212f87e281ac1c75a7cfde8ed6f4fe7310

Observation 0b23b039-c0c6-4119-a495-0add61591c85 · outbound

This paper cites 2026 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2026 , eprint =

Reference 25

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:13.437097Z digest=sha256:b74919722671ea254c4c8e511ebe2832c77bd8944e75b1f48827f5fa05073df4

Observation d57726c4-a020-441d-a8e1-ed9966aae9a7 · outbound

This paper cites 2026 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2026 , eprint =

Reference 26

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:13.501571Z digest=sha256:67cf4067d325db20c277e7b5f92c9f68b6fcea2af42fb4f34cc51c8234ab1130

Observation a258372c-bfb4-4ea5-8632-829d41639a05 · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Advances in Neural Information Processing Systems , year =

Reference 27

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:13.542442Z digest=sha256:60fd1319b304b45e79396672160e3ead0ccca625c7d455579387ce0d7d8f9e45

Observation 28f17df7-0fd8-4f9a-ae9f-28870a85a758 · outbound

This paper cites Learning When to Think: Shaping Adaptive Reasoning in.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Learning When to Think: Shaping Adaptive Reasoning in

Reference 28

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:13.633251Z digest=sha256:333ee9099b9f765eb221b0c6558ad3dffc5a293766e9ced31a0d75ad8e1e0f13

Observation daea91b9-98d7-4767-a593-05828cc1b9a4 · outbound

This paper cites AdaptThink: Reasoning Models Can Learn When to Think.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning AdaptThink: Reasoning Models Can Learn When to Think

Reference 29

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:13.713252Z digest=sha256:96511a15dd8b00d2ddad9afc8c424845919a5a729610dab22af3906cfbea3564

Observation 51e39b87-e1fb-45dd-968a-7e15bdbab9f5 · outbound

This paper cites Thinkless: LLM Learns When to Think.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Thinkless: LLM Learns When to Think

Reference 30

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no resolver link, observed 2026-08-04T17:24:13.842512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:13.842512Z digest=sha256:bc21c5b1fd8c0a06ceba65be8ef3b3563a13391e8ff146bee385881e07eb84ee

Observation 9fd30c02-7197-4fc2-a958-2b5a15358373 · outbound

This paper cites International Conference on Learning Representations , year =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning International Conference on Learning Representations , year =

Reference 31

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:13.909220Z digest=sha256:a30f658bf61f02b703dd86fa9b490008411adaee97484ef4c1be5458a394a615

Observation 5bd6156a-7963-43f5-b9c8-bf7fc8405964 · outbound

This paper cites When to Think, When to Speak: Learning Disclosure Policies for LLM Reasoning.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning When to Think, When to Speak: Learning Disclosure Policies for LLM Reasoning

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:13.982688Z digest=sha256:d95bbd7b8c838453fba83e8948e5f6c4f691c2bcf8cb96629ff362bb7660fffe

Observation ce84ba52-a73c-40be-aa43-4c26856090a4 · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 33

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no resolver link, observed 2026-08-04T17:24:14.087664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:14.087664Z digest=sha256:43adfbc3ce4d08be45bef9ade63b048189e4e15a9fe5acab29cdcf3266bf5d07

Observation b246df3e-4fdb-4231-8e22-9fecd27a0d59 · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:14.149253Z digest=sha256:344d850944628eb900a27a08eda2236cee5345451a464019c7f64ae85c498754

Observation 0a28c762-8b1d-4f8d-8516-40dadcb54658 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP , year =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Findings of the Association for Computational Linguistics: EMNLP , year =

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:14.220816Z digest=sha256:826d7e640888069e991ba3b637b7a17afa16311e8aaac4453a88f032ab48a346

Observation d9b53211-5ddd-4da8-ad32-99033ea59fa1 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages =

Reference 36

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:14.282338Z digest=sha256:3e32dcd2c05682d7a3b465837c4b940581dce231fb1b1a520359cdbe475dd000

Observation 415d40d4-6307-4521-be08-9d76238ed6e4 · outbound

This paper cites an unresolved cited work.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Unresolved cited work

Reference 37

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source=arxiv_source observed=2026-08-04T17:24:14.378198Z digest=sha256:d0fe5eb679afe860739a4a6f9a7e6c529d1239562dbee2b9f007a149869ce71a

Observation 1ed0b2c7-1ed2-42c3-be13-e58a000da904 · outbound

This paper cites Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency

Reference 38

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source=arxiv_source observed=2026-08-04T17:24:14.453570Z digest=sha256:71fe07440fb0308269592a5d7ae8f515b79db2e6df4f767db3e01b2ab88a9283

Observation 7581eacb-63c1-4258-bb0d-448b6c580a35 · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 39

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source=arxiv_source observed=2026-08-04T17:24:14.548437Z digest=sha256:fcbdd569e77d97ffa1d9296306da64b8b4c74abf285dc5511038ca59ab908380

Observation fa135a95-c59b-4f70-a753-cbf95392fd4c · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 40

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:14.625436Z digest=sha256:835001e80abf0e877dbb8239326b319f59841b1d7e5d173d0904902241f8baa2

Observation d7bdce04-e911-4425-ab0d-ba94808447b2 · outbound

This paper cites an unresolved cited work.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Unresolved cited work

Reference 41

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source=arxiv_source observed=2026-08-04T17:24:14.693071Z digest=sha256:3ba2ac6f8f0b31096862aac85ebef12d1347a1d618d7c1278c09105d4e350db6

Observation c5c25889-45f0-4e03-a003-8ca548287fbc · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 42

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no resolver link, observed 2026-08-04T17:24:14.774953Z

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source=arxiv_source observed=2026-08-04T17:24:14.774953Z digest=sha256:c863b45a3900322e18bfe60db1bbc5c59ac92a9d24ba595cfa229ee8c40d51a3

Observation b2298035-dcc5-4525-9be2-5e7ebdf5705d · outbound

This paper cites Qwen3-VL Technical Report.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Qwen3-VL Technical Report

Reference 43

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no resolver link, observed 2026-08-04T17:24:14.834457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:14.834457Z digest=sha256:fb1586d1c148c15edf5cbe0db3c0b8304175ab374d878115cfa758a4ec870477

Observation 6d0275f8-b6b2-4745-a2f3-52fe59b7d08a · outbound

This paper cites LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding

Reference 44

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no resolver link, observed 2026-08-04T17:24:14.910935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:14.910935Z digest=sha256:cbf4a9c4d91174843bd882d5a2eba7bb56c4a9c850c8c556bb5400248d2eacf6

Observation 5dcb945f-5939-47d5-8b86-9410a0d91304 · outbound

This paper cites StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 45

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no resolver link, observed 2026-08-04T17:24:14.991460Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-04T17:24:14.991460Z digest=sha256:9f102c4c4afa301e87bb3cf7bb7e9fe6fd7f020d753e4daba195509d7fbd448a

Observation 424d3b00-929a-4237-92cc-b45502c510d2 · outbound

This paper cites Online Video Understanding:.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Online Video Understanding:

Reference 46

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no resolver link, observed 2026-08-04T17:24:15.052199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:15.052199Z digest=sha256:277d224995b6f5bd09ff6f63909101f812abe295620c868110d98c2564d19c12

Observation 24589056-cca2-4b1c-b4f9-f311f6ca46ac · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 47

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no resolver link, observed 2026-08-04T17:24:15.140409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:15.140409Z digest=sha256:b6db432d4626555bc7b7694fea0ee71ce484435807e932e18050a3a970d1cd4c

Observation c3923532-cc2c-4f0b-8c8f-745579388de3 · outbound

This paper cites 2017 , pages =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2017 , pages =

Reference 48

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no resolver link, observed 2026-08-04T17:24:15.186340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:15.186340Z digest=sha256:228529744fd79a769e761f2cffab927bf4f1deccdf5c87e4a5cc9b58eb8327e5

Observation 74b438c8-c131-4694-b797-0b8041bd2be7 · outbound

This paper cites Proceedings of the IEEE International Conference on Computer Vision , year =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Proceedings of the IEEE International Conference on Computer Vision , year =

Reference 49

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no resolver link, observed 2026-08-04T17:24:15.246796Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-04T17:24:15.246796Z digest=sha256:37ababac1e8a270ec57126a332607e9bca604adffe18dd5e7169a6136c5c0760

Observation eb7afa3f-dbc9-4f43-a437-3bc8559b9625 · outbound

This paper cites Can I Trust Your Answer? Visually Grounded Video Question Answering.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Can I Trust Your Answer? Visually Grounded Video Question Answering

Reference 50

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no resolver link, observed 2026-08-04T17:24:15.295505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:15.295505Z digest=sha256:f63caa0ee24b5f412830a5733095803c0a6d9cadcb667b59641a71c80265f913

Observation 5d802054-21d0-4006-9ecb-25e02e93ccda · outbound

This paper cites 2026 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2026 , eprint =

Reference 51

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no resolver link, observed 2026-08-04T17:24:15.373864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:15.373864Z digest=sha256:c51f041ec7e94afbb32bf6a4d1c238b16915d0deac3fe9bfaaf9817abbd76258

Observation dc9ecd47-7c4f-4995-b0b0-6611b635533b · outbound

This paper cites 2026 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2026 , eprint =

Reference 52

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no resolver link, observed 2026-08-04T17:24:15.483981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:15.483981Z digest=sha256:cdf68228cbf9dd42598d2ba5cf465f4d70ff34069815b8fa120e576175731ae4

Observation 24677c01-7133-4b7a-9c09-c915331ca938 · outbound

This paper cites 2026 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2026 , eprint =

Reference 53

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no resolver link, observed 2026-08-04T17:24:15.599937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:15.599937Z digest=sha256:2f98e98d9b0e99f6296cd115b0086b78efd1efe7989221b331b759623b8023d8

Observation dd3b250d-3987-49cf-b0b5-408b83d6b70f · outbound

This paper cites 2510.08559 , archivePrefix =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2510.08559 , archivePrefix =

Reference 54

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no resolver link, observed 2026-08-04T17:24:15.706490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:15.706490Z digest=sha256:a0c5075bbc40e212937f283fb3b8034d86b369378e541a122e2312ebafe555cd

Observation 947a3721-6f5d-452f-8955-db9919179fda · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 55

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unresolved
no resolver link, observed 2026-08-04T17:24:15.822135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:15.822135Z digest=sha256:6beb691835484e163fb53430b1dccadae3d9e0910583031b27a3e6ee10e861f1

Observation 39aaccdc-6e31-4eda-bea5-0d7f397a4163 · outbound

This paper cites Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos

Reference 56

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no resolver link, observed 2026-08-04T17:24:15.948313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:15.948313Z digest=sha256:c7668f480e9c06a1b388c6adb1ec43b581d35f6f5cf37b5b99e92feedef0d0a1

Observation 4e1e5bf9-0685-4249-9df0-f4c04de7cc11 · outbound

This paper cites A Shortcut-aware Video-QA Benchmark for Physical Understanding via Minimal Video Pairs.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning A Shortcut-aware Video-QA Benchmark for Physical Understanding via Minimal Video Pairs

Reference 57

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no resolver link, observed 2026-08-04T17:24:16.066057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.066057Z digest=sha256:c7b93a049dbf881d3e4b634278400c0d9315b92d9deafdf2e64ca8a9e123457e

Observation a76722d5-f703-4dbf-9c00-0d19a599bba0 · outbound

This paper cites 2026 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2026 , eprint =

Reference 58

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no resolver link, observed 2026-08-04T17:24:16.085823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.085823Z digest=sha256:59a018ee21c5fce081601f31577c5fc0049b4d57fa1406d2ed471cab229c5fc8

Observation 7c066ff5-e933-4382-b32c-89cadec647c8 · outbound

This paper cites an unresolved cited work.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Unresolved cited work

Reference 59

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no resolver link, observed 2026-08-04T17:24:16.088640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.088640Z digest=sha256:fa3e06dbf4da5766e014c856422a3ac40e52927c89a6ab2de3771fac042a6d2d

Observation 488e75bb-12fd-42a2-83db-43947c185ebd · outbound

This paper cites 2512.18741 , archivePrefix =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2512.18741 , archivePrefix =

Reference 60

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no resolver link, observed 2026-08-04T17:24:16.091320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.091320Z digest=sha256:e9a8dd7d3f6482936cfebe151d805aa1feb78b9e98f9fdf473fe230a98f2993b

Observation 04de32fd-6abe-407f-9c59-e56febc508fc · outbound

This paper cites an unresolved cited work.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Unresolved cited work

Reference 61

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no resolver link, observed 2026-08-04T17:24:16.093838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.093838Z digest=sha256:677e6a5af25d39243ccc29330cc6a9a32d480baaf799208b6e9e4c18f6dc7e14

Observation cd5b9b56-8501-4d98-a307-7efe91b4c24b · outbound

This paper cites an unresolved cited work.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Unresolved cited work

Reference 62

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unresolved
no resolver link, observed 2026-08-04T17:24:16.096386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.096386Z digest=sha256:ad81eafc0a395d5d99ef414c396be2bb864c8556a35babbf25d47310d12434fb

Observation d39f7c37-feda-4f37-8e46-4fdc87c9c59c · outbound

This paper cites an unresolved cited work.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Unresolved cited work

Reference 63

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unresolved
no resolver link, observed 2026-08-04T17:24:16.098952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.098952Z digest=sha256:645b8209349fb0b126eb066b6308b05b3012f42dba14d472920f778a2f55d6c8

Observation 145ab9d5-f694-4e0f-a2f9-ac7919029214 · outbound

This paper cites Qwen2.5-VL Technical Report.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Qwen2.5-VL Technical Report

Reference 64

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no resolver link, observed 2026-08-04T17:24:16.101599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.101599Z digest=sha256:916915b45a27774feafda2d6e50d65a0235d7f5dab323b89165e58971a1de57c

Observation 071fa9c1-7262-4c23-8e51-6c0783cbcce5 · outbound

This paper cites 2505.12434 , archivePrefix =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2505.12434 , archivePrefix =

Reference 65

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unresolved
no resolver link, observed 2026-08-04T17:24:16.104289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.104289Z digest=sha256:d7cf666dc0835bb5de3872c1d27705c803174489a550c5da596625b64681b2fc

Observation 9ff8fdd5-fb7e-4bcc-81c7-24a3700f8ae5 · outbound

This paper cites 2509.24786 , archivePrefix =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2509.24786 , archivePrefix =

Reference 66

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unresolved
no resolver link, observed 2026-08-04T17:24:16.106803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.106803Z digest=sha256:7c4856eb38a8acdbd7ef045400f10bc936b24821c181b9fa8d797cff03c55824

Observation 7373f027-c75e-455f-a08b-410c4054f616 · outbound

This paper cites TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding

Reference 67

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unresolved
no resolver link, observed 2026-08-04T17:24:16.109594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.109594Z digest=sha256:e5852c6053e526707d4e6150f735615ef46446bf26726c6a58e319493675865f

Observation bd566c8d-0625-48e0-b6fd-950c062b82fc · outbound

This paper cites TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning

Reference 68

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unresolved
no resolver link, observed 2026-08-04T17:24:16.112662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.112662Z digest=sha256:10952153ad70875577d4d05006e02588259b6482049893203aaa8fa46ebf4811

Observation ab6f7860-569a-48c6-b159-78f4fe592d1c · outbound

This paper cites TimeMarker: A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning TimeMarker: A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability

Reference 69

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unresolved
no resolver link, observed 2026-08-04T17:24:16.115508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.115508Z digest=sha256:6b4d5413d8e59c3198776ef4f9a11c4c72e5ecb4287603c8b7c78fc78692f3dd

Observation 510dabac-804a-48d2-8d48-5d1145c1df8d · outbound

This paper cites 2509.24871 , archivePrefix =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2509.24871 , archivePrefix =

Reference 70

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unresolved
no resolver link, observed 2026-08-04T17:24:16.118431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.118431Z digest=sha256:ef764bed3de405e917e8362a3e6a2f0063cc5a9f8da45619cefe67de5ffa1756

Observation 2841afe3-39a4-481c-bd96-9094add4e35c · outbound

This paper cites HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding

Reference 71

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no resolver link, observed 2026-08-04T17:24:16.121151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.121151Z digest=sha256:797b056b79b61a9dc8fa9b7e61fd688282f65f5cf64e54b1747b306a400adbe2

Observation e24f2812-2eee-4b64-a4bc-86213bb46e51 · outbound

This paper cites 2026 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2026 , eprint =

Reference 72

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unresolved
no resolver link, observed 2026-08-04T17:24:16.124029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.124029Z digest=sha256:e2f30a68e5b4eb9ee850d01cc7d78791499bb48b33a1840282a2457c52134903

Observation 24a8a509-1e7d-4172-b845-151ab4876e45 · outbound

This paper cites Lost in Time: A New Temporal Benchmark for VideoLLMs.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning Lost in Time: A New Temporal Benchmark for VideoLLMs

Reference 73

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no resolver link, observed 2026-08-04T17:24:16.126597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.126597Z digest=sha256:c069dca2e93ab2c45273eb6d3ed0da5b68761da0133f466e8772a67c15f2e7b6

Observation b84f468c-a170-4c05-84e2-d4bfba4e3165 · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 74

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unresolved
no resolver link, observed 2026-08-04T17:24:16.129394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.129394Z digest=sha256:c9c751d57ab81ba750ef3c0ca2e1326509057a5fa1a40c1151337d06b9b3c663

Observation 0d7520cb-f0ef-40fe-8aeb-1a73f6eec6f6 · outbound

This paper cites 2025 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2025 , eprint =

Reference 75

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unresolved
no resolver link, observed 2026-08-04T17:24:16.132023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.132023Z digest=sha256:a2169f0dea213a83f88aea4a4cd7ddc383a7e959636bc1b5a793684f6740c2de

Observation 69ab9717-5bc8-4229-9e73-38be0de8e80b · outbound

This paper cites 2511.16334 , archivePrefix =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2511.16334 , archivePrefix =

Reference 76

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unresolved
no resolver link, observed 2026-08-04T17:24:16.134564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.134564Z digest=sha256:301a6dcaccbd036ef0325b1aff2bda3acd81172e540103b7077499983f19ced7

Observation 41bc0aaf-7be4-4686-91c7-9be6daaca277 · outbound

This paper cites 2017 , eprint =.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning 2017 , eprint =

Reference 77

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no resolver link, observed 2026-08-04T17:24:16.137033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:24:16.137033Z digest=sha256:1730950f4a2bfaa3ff4a0e0efe492a68adbe96a23a1d30a978f03d1610d2fd64

Pith citing papers

No inbound Pith citation observations are available.