Paper Citation Record · LEDGER

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives

As of 16 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2412.10720.

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

pith.paper-citation-record.v1
2412.10720 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:44:54.926584Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

23 of 23 outbound references displayed

verified exact2
verified fuzzy2
unresolved18
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ee7622d1-5dfa-46c8-9bb8-a4d93a8bba3e · outbound

This paper cites Vid2seq: Large-scale pretraining of a visual language model for dense video captioning,.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Vid2seq: Large-scale pretraining of a visual language model for dense video captioning,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.753530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a630dca-16d1-4102-86e9-6628a724d1ca · outbound

This paper cites Triple sequence generativ e adversarial nets for unsupervised image captioning,.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Triple sequence generativ e adversarial nets for unsupervised image captioning,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.766203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f7f8107-574d-4ca9-9461-74136da45bf9 · outbound

This paper cites Sketch storytelling,.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Sketch storytelling,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.778107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b1fbd5f-e1eb-4d48-860b-c6adca70a371 · outbound

This paper cites NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.791036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b0f9cdd-c751-4ab1-b6cc-6445be56d32c · outbound

This paper cites Rethinking Visual Dependency in Long-Context Reasoning for Large Vision-Language Models.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Rethinking Visual Dependency in Long-Context Reasoning for Large Vision-Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.799390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0fda45c-3af6-47f4-b2b8-6419469532d0 · outbound

This paper cites Visual in-context le arning for large vision-language models,.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Visual in-context le arning for large vision-language models,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.803663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 421e803c-170a-4b62-bd17-366913b0296d · outbound

This paper cites Are We on the Right Way for Evaluating Large Vision-Language Models?.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Are We on the Right Way for Evaluating Large Vision-Language Models?

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.809836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e582af8-2a10-421e-bb8c-385d906994b7 · outbound

This paper cites VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.831133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc0a0539-7834-4bc9-850e-c2416b0f0f81 · outbound

This paper cites A su rvey on multimodal large language models,.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives A su rvey on multimodal large language models,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:56.029034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 34f69918-805c-4277-9c18-291ad00a3b46 · outbound

This paper cites Multimodal event transformer for i mage-guided story ending generation,.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Multimodal event transformer for i mage-guided story ending generation,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.842939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81961021-753c-4c11-b087-7455143f4495 · outbound

This paper cites Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.848987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9795afb-6b79-4556-a418-6a729a2bbd57 · outbound

This paper cites Style-aware contrastive learning for multi-style image captioning,.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Style-aware contrastive learning for multi-style image captioning,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.855522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 332e282d-e0f1-4489-8562-954c63e89838 · outbound

This paper cites Improving cross-modal alignment for text-guided image inpaint- ing,.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Improving cross-modal alignment for text-guided image inpaint- ing,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:44:55.981517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4f0ddb9d-d718-4827-bd03-1fc2844c8e8c · outbound

This paper cites InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.869813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38fb7a67-f1d4-430b-9953-5a35a52b049c · outbound

This paper cites Thread of Thought Unraveling Chaotic Contexts.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Thread of Thought Unraveling Chaotic Contexts

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.875118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3681400b-2e88-4dc2-9723-10bb43ceb208 · outbound

This paper cites Streaming dense video captioning,.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Streaming dense video captioning,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.883452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46227d4c-2f77-4c3c-a2c2-594de139b5e4 · outbound

This paper cites Livecap: Live video captioning wit h sequential encoding network,.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Livecap: Live video captioning wit h sequential encoding network,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.888620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48aa3127-6575-4f59-8bc3-bbb94c45feb0 · outbound

This paper cites Ret rieval enhanced zero-shot video captioning,.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Ret rieval enhanced zero-shot video captioning,

Reference 18

Resolution: verified exact; raw_fallback, observed 2026-08-11T15:44:55.563935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d7fb0076-51c6-4b82-8ee5-05e8022df916 · outbound

This paper cites Accura te and fast compressed video captioning,.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Accura te and fast compressed video captioning,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.911301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6c4e297-062b-4f96-8d31-97a676d7646b · outbound

This paper cites Available: https://doi.org/10.48550/ar Xiv.2405.07046.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Available: https://doi.org/10.48550/ar Xiv.2405.07046

Reference 20

Resolution: verified exact; doi, observed 2026-08-11T15:44:55.151058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c9161954-b612-47f5-9f4e-5d78b07a56b0 · outbound

This paper cites Video Captioning with Aggregated Features Based on Dual Graphs and Gated Fusion.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Video Captioning with Aggregated Features Based on Dual Graphs and Gated Fusion

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.916642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d5e2da0-b6e7-48f7-8378-34e76cb4a432 · outbound

This paper cites Video Captioning with Aggregated Features Based on Dual Graphs and Gated Fusion.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Video Captioning with Aggregated Features Based on Dual Graphs and Gated Fusion

Reference 2023

Resolution: malformed identifier; local_arxiv, observed 2026-08-11T15:44:54.992595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d1daa596-d7c4-4448-8d5a-9e83036f87b1 · outbound

This paper cites Are We on the Right Way for Evaluating Large Vision-Language Models?.

Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives Are We on the Right Way for Evaluating Large Vision-Language Models?

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T15:44:54.816312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.