Paper Citation Record · LEDGER

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models

As of 11 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 1 inbound Pith citation observation for arXiv:2501.07972.

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

pith.paper-citation-record.v1
2501.07972 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:34:12.380805Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T08:04:15.238840Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T20:46:13.641295Z

Reference resolution

72 of 72 outbound references displayed

verified exact5
verified fuzzy8
unresolved59
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb0021c3-7c2e-4226-b390-b98dcebf3366 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.066631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e44a10ad-2c5c-464e-aa7b-e04dc8a9ec1c · outbound

This paper cites write newline.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.071863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 256b286e-7b4b-4f0d-bf7f-272b2363632a · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.076756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f62c59b1-e218-4679-92a6-b9f430b5341e · outbound

This paper cites P.; Barbu, A.; Siddharth, N.; and Siskind, J.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models P.; Barbu, A.; Siddharth, N.; and Siskind, J

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:34:13.641916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e7f76639-f72c-4e54-8acc-9ec4aa645a16 · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.627790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 354051e0-70cd-4afa-9cf8-4a188aa44120 · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.613611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 475e4609-9f6e-4c7f-be20-e8f98c26067c · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.599636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1ee15398-4f56-4c2f-b5b6-df58f1b47963 · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.586371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9200590c-8c4d-4085-b5b2-cdf08cc705ce · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.572804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4216065e-0ec8-4eea-81c2-0698470bd880 · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.559501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 341aa8f8-17dc-46ac-b682-7d2ea043de2b · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.544573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f71b0f06-2866-4329-9828-ed021470ece7 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.114574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e58aa81d-d6a3-4345-8de6-d4d17cd0e4bd · outbound

This paper cites VTimeLLM: Empower LLM to Grasp Video Moments.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models VTimeLLM: Empower LLM to Grasp Video Moments

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.119139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d7acad3-f351-4d19-97b7-78b8d8969e8f · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.530139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4001ef24-17d0-4fee-be60-91c001cfca63 · outbound

This paper cites Mistral 7B.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Mistral 7B

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.128101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dde5a58-fa2b-401d-8d59-da131baf827b · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.515433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6a5e672e-5b5e-4369-96b3-02660bf66d75 · outbound

This paper cites PRewrite: Prompt Rewriting with Reinforcement Learning.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models PRewrite: Prompt Rewriting with Reinforcement Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.136449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 534b0871-4796-4346-8ee2-a7ddffb4979a · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.501348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ccedf17e-7969-4c15-a7f9-0cff9f81fec0 · outbound

This paper cites L.; Boucher, A.; Thonnat, M.; and Bremond, F.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models L.; Boucher, A.; Thonnat, M.; and Bremond, F

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:34:13.487457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f9e36f95-3e00-483b-a269-701e34f37ab9 · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.474511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fcb0160e-5e32-49a8-a623-d83cd0bf444a · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.153968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a6e88d5-6b6b-4b5e-8c8d-597058c38908 · outbound

This paper cites BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.159521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 567dc82d-b37b-4e58-8ad0-209589aac924 · outbound

This paper cites Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:34:12.724034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d84538eb-e0bf-4167-b794-8e12bcfdf1fe · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.461827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b1617b5a-556e-4091-b76a-d87ffedb67bc · outbound

This paper cites MomentDiff: Generative Video Moment Retrieval from Random to Real.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models MomentDiff: Generative Video Moment Retrieval from Random to Real

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.173111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62e9dc9a-f0c0-4840-8834-9d26300576d1 · outbound

This paper cites Textbooks Are All You Need II: phi-1.5 technical report.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Textbooks Are All You Need II: phi-1.5 technical report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.177877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad25aa30-b5fc-45f2-95f3-8f47d4e9f884 · outbound

This paper cites GroundingGPT:Language Enhanced Multi-modal Grounding Model.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models GroundingGPT:Language Enhanced Multi-modal Grounding Model

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.183271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1ef7dc2-1c70-416c-b6ba-d3313644d97f · outbound

This paper cites P.; Li, I.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models P.; Li, I

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:34:13.448381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6dd683d1-f39d-4b20-99fa-4265d52939cd · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.434061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4646c320-7b55-4656-8de8-15a77f2df0a6 · outbound

This paper cites Q.; Zhang, P.; Chen, J.; Pramanick, S.; Gao, D.; Wang, A.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Q.; Zhang, P.; Chen, J.; Pramanick, S.; Gao, D.; Wang, A

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:34:13.419202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 15cc9d1f-c670-492b-946e-75cea26f841f · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.403672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d4d1c1a7-0dbc-41a4-af50-184eff5b7e51 · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.386471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 78f3c9e6-614a-4baa-bba7-9ce3c7d50168 · outbound

This paper cites Visual Instruction Tuning.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Visual Instruction Tuning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.209489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26db8e28-8088-4bc1-86a5-b1dbed7fe11d · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.370695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c9898231-9276-4cce-ac0d-11391c98d873 · outbound

This paper cites A Decade's Battle on Dataset Bias: Are We There Yet?.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models A Decade's Battle on Dataset Bias: Are We There Yet?

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.217303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2851c0cd-cf46-4625-a8ec-cce3431106d4 · outbound

This paper cites Zero-Shot Video Moment Retrieval from Frozen Vision-Language Models.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Zero-Shot Video Moment Retrieval from Frozen Vision-Language Models

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:34:12.632794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a18c8819-7e3d-466c-8eda-2fe5167fbee2 · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.356075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation de6bfcff-74cf-47a4-964d-a951a54c7990 · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.340938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 23494253-3ef8-48da-8657-7cd744aad1f5 · outbound

This paper cites Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.238406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2447d950-2d0a-439d-80cc-938121226d20 · outbound

This paper cites EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:34:12.598679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 16503e9a-1446-43ca-8596-b72eaaeee85d · outbound

This paper cites J.; and Choi, J.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models J.; and Choi, J

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:34:13.326167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2f05673b-b2a0-435c-a483-ddfa0591363e · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.311258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4cc89b0c-f4cb-4ddc-9ebd-f9e1be9e3014 · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.256532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edcc05da-973e-48c1-878c-7eebc40cc71d · outbound

This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; and Clark, J.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; and Clark, J

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:34:13.286779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1124415d-0c4b-421a-a124-df65e9d5acbc · outbound

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

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.264313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64041b5a-36fc-49bd-ba5d-ddef00691532 · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.272366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6904b105-b3df-446a-a7e6-7c6644003076 · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.258861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d7b3be0f-b2aa-44df-acbe-4c35fd017854 · outbound

This paper cites A.; Varol, G.; Wang, X.; Farhadi, A.; Laptev, I.; and Gupta, A.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models A.; Varol, G.; Wang, X.; Farhadi, A.; Laptev, I.; and Gupta, A

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:34:13.245005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b6227838-ef75-4d96-85c1-c5ab9192aeac · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.230476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 85c11104-1f9a-48c2-99be-a9f8211a461f · outbound

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

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.285898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77d8f6fa-b86b-4c5d-b16b-eb4f4c8db116 · outbound

This paper cites an unresolved cited work.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.215687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3a3acdbf-0840-45e7-9e6a-ed3fd685817b · outbound

This paper cites InternVideo: General Video Foundation Models via Generative and Discriminative Learning.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models InternVideo: General Video Foundation Models via Generative and Discriminative Learning

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.294304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models I.; Shekhar, S.; Döllner, J.; and Trapp, M

Reference 54

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Reference 55

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Reference 56

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This paper cites Verbalized Machine Learning: Revisiting Machine Learning with Language Models.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Verbalized Machine Learning: Revisiting Machine Learning with Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.312879Z

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Unavailable: canonical work link unavailable.

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Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.317250Z

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Unavailable: canonical work link unavailable.

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Reference 59

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Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 60

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Reference 61

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Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.116393Z

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Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.101752Z

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This paper cites MLP: Motion Label Prior for Temporal Sentence Localization in Untrimmed 3D Human Motions.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models MLP: Motion Label Prior for Temporal Sentence Localization in Untrimmed 3D Human Motions

Reference 64

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Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Deconfounded Video Moment Retrieval with Causal Intervention

Reference 65

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:34:12.482895Z

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Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models SHE-Net: Syntax-Hierarchy-Enhanced Text-Video Retrieval

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.352313Z

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Unavailable: canonical work link unavailable.

Observation 0c9c4cca-bfce-4f33-91ac-e5c0250cd23e · outbound

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Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.356485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.087847Z

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Observation b5009508-9f94-4d48-9ad9-a154b051ce08 · outbound

This paper cites Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding.

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.364724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.073445Z

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Observation 19ace2d6-af39-4b42-8e56-d321ea147a70 · outbound

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Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.059507Z

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Observation e03d85be-bf0b-49e7-820a-1643cae88297 · outbound

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Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.044474Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f29df06d-4659-48c8-8685-279ab39d136b · outbound

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Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:12.380805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5a7677e6-bf89-4d80-83a9-4868eded77a7 · inbound

StoryTR: Narrative-Centric Video Temporal Retrieval with Theory of Mind Reasoning cites this paper.

StoryTR: Narrative-Centric Video Temporal Retrieval with Theory of Mind Reasoning Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models

Reference 19

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Source-reported events for the cited work

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