Paper Citation Record · LEDGER

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning

As of 16 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2501.08597.

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

pith.paper-citation-record.v1
2501.08597 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:26:14.733705Z

measured 25 of 25 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:40:28.704106Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T20:40:29.157784Z

Reference resolution

24 of 24 outbound references displayed

verified exact2
verified fuzzy10
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 30d76a88-f162-403f-91a6-39597a88ccaf · outbound

This paper cites In: IEEE Conference on Computer Vision and Pattern Recognition, CVP R 2021, virtual, June 19-25, 2021.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In: IEEE Conference on Computer Vision and Pattern Recognition, CVP R 2021, virtual, June 19-25, 2021

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:14.594470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e83fc71a-0caf-46c4-ac10-c7a0aeea6ded · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Co mputer Vision.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In: Proceedings of the IEEE/CVF International Conference on Co mputer Vision

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:15.355258Z

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 da115f58-2fce-4b52-9674-9425fec06cf1 · outbound

This paper cites In: Pro- ceedings of the 2021 Conference of the North American Chapte r of the Associa- tion for Computational Linguistics: Human Language Techno logies.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In: Pro- ceedings of the 2021 Conference of the North American Chapte r of the Associa- tion for Computational Linguistics: Human Language Techno logies

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:15.335599Z

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 3ff0f8ec-4a26-4107-bf41-3e281cb80b65 · outbound

This paper cites In: Chaudhuri, K., Jegelka, S., Song , L., Szepesvári, C., Niu, G., Sabato, S.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In: Chaudhuri, K., Jegelka, S., Song , L., Szepesvári, C., Niu, G., Sabato, S

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:15.315990Z

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 7c4ae5d5-2a36-4bf7-8a5b-a01173104d67 · outbound

This paper cites In: Moens, M., Huang, X., Spec ia, L., Yih, S.W.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In: Moens, M., Huang, X., Spec ia, L., Yih, S.W

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:14.619189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b509c0df-5801-4ca9-8d12-2ca6d5b34eae · outbound

This paper cites Find The Gap: Knowledge Base Reasoning For Visual Question Answering.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning Find The Gap: Knowledge Base Reasoning For Visual Question Answering

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:14.624428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a1adc1a-fb24-4151-a1f3-95662a802ced · outbound

This paper cites In : Proceedings of the AAAI Conference on Artiﬁcial Intelligence.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In : Proceedings of the AAAI Conference on Artiﬁcial Intelligence

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:14.631125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 886549d2-9ab3-4d36-a8b1-39f19e65b018 · outbound

This paper cites In: 8th Internationa l Conference on Learn- ing Representations, ICLR 2020, Addis Ababa, Ethiopia, Apr il 26-30, 2020.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In: 8th Internationa l Conference on Learn- ing Representations, ICLR 2020, Addis Ababa, Ethiopia, Apr il 26-30, 2020

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:15.268680Z

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 150d22e4-780e-4eea-9675-f7ceaaeb1e03 · outbound

This paper cites In: Proceedings of the 60th Annual Meeting o f the Association for Computational Linguistics (Volume 1: Long Papers).

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In: Proceedings of the 60th Annual Meeting o f the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:14.641034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4b81384-843e-45cc-818f-3c0444d49f7a · outbound

This paper cites In: Proceedings of the ACM Web Conference 2022.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In: Proceedings of the ACM Web Conference 2022

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:15.239376Z

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 1f5495ac-5d81-45c8-ba5b-8fe4bd6f4df8 · outbound

This paper cites In: 8th Internationa l Conference on Learn- ing Representations, ICLR 2020, Addis Ababa, Ethiopia, Apr il 26-30, 2020.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In: 8th Internationa l Conference on Learn- ing Representations, ICLR 2020, Addis Ababa, Ethiopia, Apr il 26-30, 2020

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:15.222820Z

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 38eac974-b0cf-4c65-97b1-229293fae40f · outbound

This paper cites In: Proceedings of the 17th Conference of the Eu ropean Chapter of the Association for Computational Linguistics.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In: Proceedings of the 17th Conference of the Eu ropean Chapter of the Association for Computational Linguistics

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:15.203491Z

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 a8213494-1171-4008-9f53-6aa954b7314d · outbound

This paper cites In: Duh, K., Gómez-A dorno, H., Bethard, S.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In: Duh, K., Gómez-A dorno, H., Bethard, S

Reference 13

Resolution: verified exact; doi, observed 2026-08-10T20:26:14.851822Z

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 b91141d1-7ccc-4d00-b00b-b33d5f29822c · outbound

This paper cites In: International Conference on Machine Learning.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In: International Conference on Machine Learning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:15.184015Z

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 c3a9eb62-2cc7-4a09-b248-d8bbc5a04732 · outbound

This paper cites Expert systems with applications 141, 112948 (2020).

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning Expert systems with applications 141, 112948 (2020)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:15.160054Z

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 ef159604-7be8-45ad-b30b-6c435b417435 · outbound

This paper cites an unresolved cited work.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-08-10T20:26:14.833651Z

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 02f1c7f7-afac-44c5-8793-fdd47b216359 · outbound

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

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:14.687257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee3723c8-f70f-4d95-8453-b2016c63647c · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:14.696322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a0d142d-d8b3-422c-a75c-408337b1b556 · outbound

This paper cites In: ICASSP 2021-2021 IEEE Inter national Conference on Acoustics, Speech and Signal Processing (ICASSP).

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In: ICASSP 2021-2021 IEEE Inter national Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:14.702381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3ae059e-533a-4e31-90dd-980fe3e50403 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine I ntelligence (2024).

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning IEEE Transactions on Pattern Analysis and Machine I ntelligence (2024)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:15.130156Z

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 7bf5d5c0-f1da-40da-89a5-a4e35c904da8 · outbound

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

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning Rethinking Visual Dependency in Long-Context Reasoning for Large Vision-Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:14.716769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c32cba02-761c-457c-b739-6000bb325ae5 · outbound

This paper cites In: Findings of the Association for Comput ational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11- 16, 2024.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning In: Findings of the Association for Comput ational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11- 16, 2024

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:14.723496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44d5c870-070d-4de4-99e3-785240b86460 · outbound

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

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:14.728488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5379d69f-c8d9-4a68-84a1-75f0a3ff716c · outbound

This paper cites CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning.

Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:14.733705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3281fca1-ded0-4ba8-9883-0c1df7969fdc · inbound

Mitigating Hallucinations via Inter-Layer Consistency Aggregation in Large Vision-Language Models cites this paper.

Mitigating Hallucinations via Inter-Layer Consistency Aggregation in Large Vision-Language Models Dynamic Knowledge Integration for Enhanced Vision-Language Reasoning

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:40:29.163997Z

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.