Paper Citation Record · LEDGER

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification

As of 11 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2501.06827.

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

pith.paper-citation-record.v1
2501.06827 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:57:43.665585Z

measured 33 of 33 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 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

33 of 33 outbound references displayed

verified exact1
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 43129710-7bba-429e-b806-fb53d3253f92 · outbound

This paper cites OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:43.501105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 418e7efb-041d-4b7f-ac98-489e3d63062d · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:44.183540Z

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 fbf75e89-e258-48e4-8777-b8c90a48bc30 · outbound

This paper cites Contextual Categorization Enhancement through LLMs Latent-Space.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Contextual Categorization Enhancement through LLMs Latent-Space

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:57:43.805844Z

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 a85120c2-73c0-4ac6-a55a-dca2f1cc05b1 · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:44.167683Z

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 1f545f6f-7dfc-4d58-9dc6-d65d0846a16b · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:44.151421Z

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 6385bfd6-9840-4111-889c-59fda334d91a · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:44.135348Z

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 a0bd699c-0167-4d0e-86c8-9981b1bf31b6 · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:43.533427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3b830e2-1c5b-41a2-aae3-1a5b5c03ed76 · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:44.111913Z

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 2b58ad63-1423-40ff-b1e1-716bac6b12a1 · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:43.542282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c123c84-6e1f-45c4-a377-5511627444f2 · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:44.078881Z

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 6b4e08ab-de90-4ed9-8e33-cc7702037d91 · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:44.063224Z

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 3e44d232-ce9f-4ebb-bfc5-b143e3b9bc2a · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:44.049276Z

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 9c22a99e-a522-40d6-9f48-1dbefa215e72 · outbound

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

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification LoRA: Low-Rank Adaptation of Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:43.559665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4efbcd43-fb10-495b-bc29-95a4f91ce5f4 · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:44.033441Z

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 88fd4104-f184-4d4b-a90e-4807351558e2 · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:44.014590Z

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 bbc8a387-a6cc-45f0-8b7a-ea1519dcee01 · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:43.997607Z

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 8f824513-a6f5-4318-a870-4a919f6b1a02 · outbound

This paper cites VisualBERT: A Simple and Performant Baseline for Vision and Language.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification VisualBERT: A Simple and Performant Baseline for Vision and Language

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:43.582608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dc3b715-d377-4326-a863-07345d702813 · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:43.979405Z

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 bc72da19-7c6d-43c1-8521-be8f8d27298a · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:43.963983Z

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 0e11d45c-5ebd-416c-baed-64aac996566f · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:43.600717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dde45bc3-2dd6-45c1-8550-3ee3fd6a0eeb · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:43.939519Z

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 07375003-b33d-4cfa-b242-c755d81cb0cd · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:43.611026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69b3176d-14c5-42a0-aeeb-c54d83a1a896 · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:43.914223Z

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 3ba1163f-5d48-47aa-ac21-771fa5dc1c97 · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:43.898993Z

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 fc03a033-b634-4c08-b99a-4bd126bf50fd · outbound

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

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification LLaMA: Open and Efficient Foundation Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:43.625014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25ffb9c7-fba1-4df8-bb3a-f01212ba1b81 · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:43.881111Z

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 c5bce62a-b00f-47e6-9f94-ea9340e3b46f · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:43.866177Z

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 f8c8b22a-501f-4de8-8397-8532ba3ed798 · outbound

This paper cites an unresolved cited work.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:57:43.852232Z

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 7d685d44-64a8-41ac-b19f-c148a29607a5 · outbound

This paper cites mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:43.644970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be6d55e3-578a-4193-8141-c055046715ee · outbound

This paper cites TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:43.649540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8967bdb6-8e0f-4211-91d2-cc25a59567c7 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:43.655295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1d50f90-acf7-4017-ad42-ad6a084668a8 · outbound

This paper cites online" 'onlinestring :=.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification online" 'onlinestring :=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:43.660353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc7b132-57f6-4f7b-8394-9839bd5393ec · outbound

This paper cites write newline.

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification write newline

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:43.665585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.