Paper Citation Record · LEDGER

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization

As of 18 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2507.19473.

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

pith.paper-citation-record.v1
2507.19473 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:22:48.308261Z

measured 29 of 29 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 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

29 of 29 outbound references displayed

verified exact1
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier3
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 625f32e1-6cd8-4d97-9b73-31ec4fe98a2f · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-06T14:22:48.558875Z

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 925df96b-d9a7-461c-a551-1ebaaab4b92b · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:22:50.481406Z

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 554f73b3-16bc-41ca-a9e1-d9d5d1b67259 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-08-06T14:22:45.509371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fdcd6f6-8cf7-4f95-930f-dec8bba3a184 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:45.582486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65302e16-e3c8-436a-96f6-eb66ac9fa5a9 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:45.802990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73decbe0-2615-4b62-b58b-6072983f98d8 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:45.884794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adbbad2f-1d34-47e6-8b29-8bfba75ad397 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:46.026250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d115957-ed92-4ee6-b207-591e81d3410b · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:22:50.456424Z

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 330b08a1-9f08-458f-9d21-3d91c5eb8683 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:46.368151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16a16d83-d7d1-44fc-a6b8-bec7f7028b41 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:46.440590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52c32fd9-78cc-4497-9ed5-cd1fbe3497b6 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:46.610253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56d02c37-cbb4-4e0d-a6b2-1946c19eb409 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:46.719790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4caf31b3-25da-4c0d-b340-5e6eff71c781 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:22:50.431268Z

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 2599671d-aa75-4cf5-8d8e-40039595c7af · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:47.043620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d1f4724-e53a-434c-b0b4-a7958f87ff87 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 17

Resolution: malformed identifier; no resolver link, observed 2026-08-06T14:22:47.157229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca89f18f-cc4f-4bca-97f3-6ef82a37ff3c · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:47.233427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d61b217c-b3b8-4166-b0e6-5b83d7535697 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:47.241227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a9f60ac-aa1e-48b4-ac05-61ed4042265f · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:47.384943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da595944-050d-4831-b287-602301f91f10 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:47.527383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f43d0b2-cc06-4ec0-bf2b-f24ded7881f3 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:47.696220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 255f5a74-2510-4a48-9ab4-dffa8f95ffae · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:47.808420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7be82447-8b43-427d-87ac-e43b38645c03 · outbound

This paper cites Text Embeddings by Weakly-Supervised Contrastive Pre-training.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Text Embeddings by Weakly-Supervised Contrastive Pre-training

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:47.953330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25d45bb1-6979-4675-9949-ee106d5898d9 · outbound

This paper cites Language-Model Prior Overcomes Cold-Start Items.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Language-Model Prior Overcomes Cold-Start Items

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:48.089442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c40c1740-e987-4c42-a6e4-10dfe79754d9 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 26

Resolution: malformed identifier; no resolver link, observed 2026-08-06T14:22:48.192943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d40b93f-c247-4f70-abcd-6c17d04407e4 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:48.308261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f57cc726-41bc-4ede-90ff-096d3dd90ac4 · outbound

This paper cites In Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization In Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:46.803980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e3e190b-63ac-4ae2-9272-92c50ced3909 · outbound

This paper cites In Proceedings of the 16th ACM Conference on Recommender Systems.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization In Proceedings of the 16th ACM Conference on Recommender Systems

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:46.977541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f198fa7a-98c8-4515-b840-a9aeb3c90b1b · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T14:22:45.951119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1a0e26e-a7c6-4c68-9311-898d1e0567f6 · outbound

This paper cites an unresolved cited work.

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization Unresolved cited work

Reference 8026

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:22:50.025049Z

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.

Pith citing papers

No inbound Pith citation observations are available.