Paper Citation Record · LEDGER

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank

As of 7 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2507.20753.

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

pith.paper-citation-record.v1
2507.20753 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:20:26.553883Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

23 of 23 outbound references displayed

verified exact2
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1b1ae155-3d24-4ff4-b54c-7df8a84c6f44 · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:20:27.943290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eca9d31c-2953-4f50-9dc8-5b5616c75fc4 · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:20:27.930359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9344def5-d064-4ce3-a9d3-308fc685e869 · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:24.868410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2453ce4-5bbd-494d-b498-67fb81ad1e94 · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:20:27.917604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2dbaa345-fd46-4a31-a13b-05f844f19525 · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:20:27.905482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b268800-e3d6-4244-9d51-f3d9cd89431a · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:20:27.893123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d3243e5-2093-4795-b99a-366682cb0e85 · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:25.257373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66100cb4-e7fd-4aa5-ab37-3024442eb82b · outbound

This paper cites Turnbull, Brendan M.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Turnbull, Brendan M

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:25.330442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfef059f-e183-478d-9dee-734ec3e0537a · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:25.407661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d8407a1-e8dc-41f4-821e-6732e1113cef · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:25.499824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9edf007b-c00a-4474-a74c-59cfd046e284 · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:25.595153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dae05e3-dc1d-4855-ac0a-fd03cfb2d9b5 · outbound

This paper cites Towards Better Web Search Performance: Pre-training, Fine-tuning and Learning to Rank.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Towards Better Web Search Performance: Pre-training, Fine-tuning and Learning to Rank

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T13:20:27.259414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 95ece6a1-2da9-4380-9b67-d857183744e9 · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:25.749614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07f06635-5148-4d8f-8bd3-ea78fed9cdca · outbound

This paper cites Context-Aware Learning to Rank with Self-Attention.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Context-Aware Learning to Rank with Self-Attention

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-06T13:20:26.915359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 211d36fb-1d17-4d76-a35f-4a53e9b8a5b6 · outbound

This paper cites Introducing LETOR 4.0 Datasets.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Introducing LETOR 4.0 Datasets

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:25.872833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b94e8761-2e55-4eff-8672-dc065e4cfdc0 · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:25.961476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a2f1464-25fa-49c0-a71b-fb1d736866a4 · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:26.047247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d63cf1cf-408f-4643-9398-6fa4556ccc91 · outbound

This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Gomez, Łukasz Kaiser, and Illia Polosukhin

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:26.092370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d27f683-a36b-4133-81be-1402eaa3efd4 · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:20:27.862706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3d93d1f4-b227-4378-b274-5cf483ac5d60 · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:20:27.849784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 016cc020-0eb3-4f60-93c6-a3dab1bcfde6 · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:26.441805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e662c5e9-3b86-4533-8a7f-44a4b0b45317 · outbound

This paper cites an unresolved cited work.

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:20:27.834820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 93b3ebce-66fe-4b8e-8cfd-c2dc0e933878 · outbound

This paper cites InProceedings of the 17th ACM Conference on Recommender Systems (Singapore, Singapore) (RecSys ’23).

Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank InProceedings of the 17th ACM Conference on Recommender Systems (Singapore, Singapore) (RecSys ’23)

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:26.343775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.