Paper Citation Record · LEDGER

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation

As of 9 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2605.21752.

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

pith.paper-citation-record.v1
2605.21752 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-22T09:41:35.605157Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

25 of 25 outbound references displayed

verified exact6
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3dd51add-8863-4a12-a527-4123e8a18721 · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.865024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ffc13c78-bea9-4053-a197-7cfcc08f92fe · outbound

This paper cites The Unfairness of Popularity Bias in Recommendation.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation The Unfairness of Popularity Bias in Recommendation

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:44:46.027006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b28b8afb-7632-49ee-adce-4aa708eb7bc5 · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.857662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 246e4915-23fc-47a5-91be-313a9c148cef · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.860763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 265df755-2489-40e7-a303-76e50c1927b5 · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.863771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 73de205b-dd29-438a-8001-0bd90c21fc93 · outbound

This paper cites ContentCTR: Frame-level Live Streaming Click-Through Rate Prediction with Multimodal Transformer.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation ContentCTR: Frame-level Live Streaming Click-Through Rate Prediction with Multimodal Transformer

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:44:46.031832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ebe51934-db09-4971-b2e9-dc1a20a8308f · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.854697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 92b664bd-5833-4b81-a791-d2ca321ca0d0 · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.855936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation aafb2810-35f7-4538-9e0a-ce5c6e55d7b6 · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.858921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c5f6bae8-ca0f-4bc5-86c8-3efd9b297668 · outbound

This paper cites Conditional Quantile Estimation for Uncertain Watch Time in Short-Video Recommendation.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Conditional Quantile Estimation for Uncertain Watch Time in Short-Video Recommendation

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:44:46.049627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e81f1463-1964-41f7-ae0b-7e2299f6a599 · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.896297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6f75bacd-3f27-4d2c-abd4-fa52fe3c0bfa · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:44:46.040016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 74c76cb8-d091-42b7-ac96-4e5daa11861d · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.900182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 85726276-06e6-4529-9b4f-4be90c4e4abb · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.903890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8f21ccac-94f9-4d44-a613-3c218f21aeb4 · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.889438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d122501d-2693-4b10-a3d8-4f6c103adb47 · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.892763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 33c79b3c-56a1-4380-8945-04454f77ad04 · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.885614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a027d142-9811-449b-a2e3-6b4826c31fc8 · outbound

This paper cites The Deconfounded Recommender: A Causal Inference Approach to Recommendation.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation The Deconfounded Recommender: A Causal Inference Approach to Recommendation

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-22T09:44:46.035993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 80f9ddef-a3fc-4783-868b-845d7b21bc2e · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.879844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ca39c5f-f8dd-41ef-9599-c5389b5de510 · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.882599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a68592b2-c54b-4ff8-8b36-0518b97a2f11 · outbound

This paper cites Zenith: Scaling up ranking models for billion-scale livestreaming recommendation.arXiv preprint arXiv:2601.21285.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Zenith: Scaling up ranking models for billion-scale livestreaming recommendation.arXiv preprint arXiv:2601.21285

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:44:46.044391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 82974511-3be0-4279-8aff-79cfef5fbb90 · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.869445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b0a034b1-968f-4761-a5ce-025169b1479e · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.872484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f6d62947-1dc6-4bcc-ad43-b50002fbf490 · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.876128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f8c8ce05-75fd-4eb8-9c7c-b0e49e550df9 · outbound

This paper cites an unresolved cited work.

PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-22T09:44:46.866649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.