Paper Citation Record · LEDGER

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty

As of 14 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2507.23208.

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

pith.paper-citation-record.v1
2507.23208 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:01:58.534978Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T19:08:31.350069Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

48 of 48 outbound references displayed

verified exact2
verified fuzzy2
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 47eef088-0373-4c67-a4c3-6a1cd4e17df0 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.520639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0fca7d74-bc71-422b-964c-5946204b6021 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.505606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 311cade4-670b-4e44-9d32-a4db93c431aa · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.489503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6ba06f42-1ee9-4223-9767-8df3741450f8 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.474458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 40b00549-ae62-4e57-87fe-e88c005e910c · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:58.329897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef6aa6f7-ee01-494a-b3d1-218dd0098a20 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.431340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5fa3d03e-8c9a-4864-b7dd-352becb86965 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.414913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 44a14ade-84e4-40b0-9656-f866720b649d · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.396980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dcf8eb47-c357-4812-b212-ed595d6125cf · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:58.356422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a04cfdef-58ac-4ce2-a09c-041238316c3a · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:58.361327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f578344f-0497-48b9-bd48-301a28946e3a · outbound

This paper cites Variational Bayesian Last Layers.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Variational Bayesian Last Layers

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:58.366689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1eab6a3-4e27-4b3d-a2fd-6b42a58cfaf4 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:58.371976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b46e0697-d969-4610-b1c7-d9cb03b61cfc · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.349731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e979b225-38ea-41ae-80e4-67cf92ca5491 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.333113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 39629876-59ac-46cc-be25-7704b4bbe6b1 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:58.385092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a87c959-df0b-4db3-8e39-c717067bed70 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 16

Resolution: verified exact; raw_fallback, observed 2026-08-06T11:01:58.819185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 25f91947-f4a9-4ccd-820f-84fbde6bd0cb · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:58.400069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5f16b0f-7085-4cbe-95db-9f3b0d7441a4 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:58.404589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94c75516-0b4a-4624-bf27-2ef8c16afabb · outbound

This paper cites Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:01:58.596829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 07e74f43-3300-4e87-882b-5b907de6938b · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:58.414035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 251c207d-77e1-4271-8e62-82509f36a323 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.283829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aac6b4f7-1057-4194-84a3-b423372dbe38 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:58.423107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fdd5113-94fb-4953-a578-690fd29aa026 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.247555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ed477842-b59d-4f3c-acda-64234b82f7e8 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.230357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cb6bf3c1-e040-4bd1-9c59-89c6f16e311d · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.213263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6f314e7c-63e9-4316-8ca6-de45f74df7b2 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.195530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 248d5b83-2e47-4cb3-a008-c19e83463cde · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.178911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d512111a-c89c-42d4-963b-468224261509 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.163977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6f5c79a7-1588-45f4-92eb-9a5ad1d45df0 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.148700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bb8cebad-079b-48d4-9488-f4883a3de5a8 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.133116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3c5d459a-ae62-4389-bd39-2f004552d611 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:58.464719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 431005cc-debb-47eb-9cbd-cf1787d10974 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.105234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 39aa2068-6db5-45d6-956b-74d4c7103667 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.085595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 03b2f73e-e0bb-4ab8-a05b-1884778eec2d · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.066664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0b92560e-df8f-41db-a8c4-27fb8400b7b6 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.045906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bd26082c-8069-4513-a878-d91631cbb56d · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:58.493655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0651930b-0398-4c1f-b525-a97c36716668 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:59.013762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4307592b-9d72-4874-966a-4babce22c979 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:58.994334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0c960c4f-04db-4c79-8042-62e0fda56855 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:58.977315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f6580efe-8202-4015-8ecd-adb104b66ddf · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:58.959335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3dec8748-ec6a-459a-a1b5-934b70084497 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:58.924994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ef0ccdb8-00ec-4b36-98a5-923fe650898a · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:58.908523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b2c234c2-fd69-4a41-a035-a9ae5319a324 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:58.889457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9563b9df-3606-41c4-bcc1-fb35a0431c84 · outbound

This paper cites In Proceedings of the ACM Web Conference 2024.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty In Proceedings of the ACM Web Conference 2024

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:58.941680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 978b0d62-b48d-4527-9c9b-5227c20a2353 · outbound

This paper cites an unresolved cited work.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:01:58.872737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 84d904b7-2a31-421f-9f4f-4e2e32df36fb · outbound

This paper cites BPR: Bayesian Personalized Ranking from Implicit Feedback.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty BPR: Bayesian Personalized Ranking from Implicit Feedback

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:58.469591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20c50dfc-bda4-42f7-b7e7-a42ced4fd5b8 · outbound

This paper cites In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:59.447605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8762f9a2-8b12-4f12-8c30-273d59a0fd9c · outbound

This paper cites Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders.

Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:58.390124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7b901d07-9629-484e-9a3f-43ab4473f616 · inbound

Uncertainty as Remedy: Mitigating Satisfaction Label Bias in Short Video Multi-Objective Ensemble Ranking cites this paper.

Uncertainty as Remedy: Mitigating Satisfaction Label Bias in Short Video Multi-Objective Ensemble Ranking Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T19:08:31.350069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.