Paper Citation Record · LEDGER

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations

As of 19 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2502.15696.

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

pith.paper-citation-record.v1
2502.15696 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:17:15.776576Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:49:42.065843Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T10:49:42.389320Z

Reference resolution

25 of 25 outbound references displayed

verified exact2
verified fuzzy2
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f1adfde2-d7c4-4ce5-b16a-2bb8b18c1ffe · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:16.185157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3be72e92-a617-4ef0-87c1-609a054fa041 · outbound

This paper cites Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:15.674330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 603f0396-dec2-4876-ae95-2a7a6b8df05c · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-10T22:17:15.811613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e2e5b147-fb71-4136-842f-a2364f2d78b7 · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:15.683838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff699e7a-7a85-4f36-979b-218ddefcede0 · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:16.165197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eafc47da-646d-4a9a-860d-0c689764440c · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:15.692603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78b2620f-30c7-440f-8ebe-ea57ed372d9e · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:16.144658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 16872382-fc7a-4dd1-96a8-21f75061aab3 · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:15.705465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73efa5d7-7479-46f1-9566-167cda379836 · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:15.709354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b17c6d28-f742-4a2f-a795-21ba554f84b9 · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:16.123797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c0a050ff-97e1-413d-947c-144fc9e2d0c9 · outbound

This paper cites LLM-Rec: Personalized Recommendation via Prompting Large Language Models.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations LLM-Rec: Personalized Recommendation via Prompting Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:15.719852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a00bd4cc-ad3d-45be-903d-f2c3bacba476 · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:16.109732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0c108de7-a7d3-48a2-8053-9b8c77e192c6 · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:16.094827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2bb9a515-fc8b-475f-8d77-66814b921896 · outbound

This paper cites VICTOR: Visual Incompatibility Detection with Transformers and Fashion-specific contrastive pre-training.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations VICTOR: Visual Incompatibility Detection with Transformers and Fashion-specific contrastive pre-training

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:17:15.843962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d331e052-9e75-4d9e-bd44-342b85d045fb · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:16.077329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 26a36eda-fb2e-42fe-979f-30410e6d9514 · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:16.061414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 42f7f12f-9dd4-4b40-9f5e-9906fd8b658c · outbound

This paper cites Vasileva, Bryan A.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Vasileva, Bryan A

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:17:16.046746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 93f0177f-9973-4b1d-a497-76b980aebd69 · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:16.033839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 444b0dc7-b4e9-4ca1-b34a-4ec8417c4bcf · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:16.020868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c483bc14-953f-4f57-a0b9-883c8798acc5 · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:15.759347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2213850-6189-41e6-8cda-5bdc9c44563d · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:15.763423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f523da9-73ef-4b6e-ada1-4c929815bb05 · outbound

This paper cites an unresolved cited work.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:17:15.974021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 14300228-cfbd-4ba4-8912-a25480837adc · outbound

This paper cites PALR: Personalization Aware LLMs for Recommendation.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations PALR: Personalization Aware LLMs for Recommendation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:15.776576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b0ee6c9-7f15-44e0-881f-338af3c96c54 · outbound

This paper cites In Proceedings of the Web Conference 2021.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations In Proceedings of the Web Conference 2021

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:17:15.986653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 431e17fc-cebc-4dbc-b6f7-9607a8d6210a · outbound

This paper cites CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:15.700849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7cc38f3c-14b4-4d98-bd98-e1e07b7ba541 · inbound

FashionM3: Multimodal, Multitask, and Multiround Fashion Assistant based on Unified Vision-Language Model cites this paper.

FashionM3: Multimodal, Multitask, and Multiround Fashion Assistant based on Unified Vision-Language Model Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-16T10:49:42.393472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.