Paper Citation Record · LEDGER

Off-Policy Evaluation and Learning for Matching Markets

As of 14 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2507.13608.

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

pith.paper-citation-record.v1
2507.13608 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:28:52.975224Z

measured 51 of 51 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 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

51 of 51 outbound references displayed

verified exact6
verified fuzzy2
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e534209b-d81d-45a2-ba76-15b7fd116942 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:29:01.931132Z

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 5fc6917a-ca96-437d-a623-63b57ec38097 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:29:01.626692Z

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 997fb186-9fec-4c62-867c-1356f0bca5c4 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:46.753320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a58a9fb2-a97f-4f5e-98ee-339d0ef5eae0 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:29:01.360750Z

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 476711c7-c6b6-48bf-9007-6a3a5321900c · outbound

This paper cites Friedman.

Off-Policy Evaluation and Learning for Matching Markets Friedman

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:47.030560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6dcbd81-a5fd-4808-a089-0d9e4272c866 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:29:01.123779Z

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 e65e28b8-ef8a-4141-8411-01fb4a14c1cb · outbound

This paper cites A Best-of-Both Approach to Improve Match Predictions and Reciprocal Recommendations for Job Search.

Off-Policy Evaluation and Learning for Matching Markets A Best-of-Both Approach to Improve Match Predictions and Reciprocal Recommendations for Job Search

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:28:56.032299Z

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 7508af08-e96c-4d9f-b4bb-4371dda37632 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:29:00.905419Z

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 459414d6-67ad-484a-9fa9-d325f378cb9f · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:29:00.649719Z

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 adbb84ff-f953-416b-9ab5-a768d2adef91 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:29:00.405878Z

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 74f59f61-4431-4fe3-a2e0-b075b1cb47fc · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:29:00.129258Z

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 d23cb9d0-0838-47f0-bbb2-8d3fd5c29f9d · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:59.867120Z

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 4fab4fd4-9a35-4224-be69-20fe7b9819de · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:59.653188Z

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 0406d289-e30f-4b55-8b50-aa39a2a4f78b · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:48.358185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b57a30c-c6cb-4657-b302-39f5ad7e41e8 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 15

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:28:55.787928Z

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 41137124-1fd6-4ebb-9db2-f6c51ea9bcc0 · outbound

This paper cites Local Policy Improvement for Recommender Systems.

Off-Policy Evaluation and Learning for Matching Markets Local Policy Improvement for Recommender Systems

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:48.618130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c871d478-51e5-43f8-a859-79ca39be9589 · outbound

This paper cites Double Clipping: Less-Biased Variance Reduction in Off-Policy Evaluation.

Off-Policy Evaluation and Learning for Matching Markets Double Clipping: Less-Biased Variance Reduction in Off-Policy Evaluation

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:28:55.519403Z

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 96164a89-9d1b-4d01-8e55-4b2a72008fca · outbound

This paper cites LinkSAGE: Optimizing Job Matching Using Graph Neural Networks.

Off-Policy Evaluation and Learning for Matching Markets LinkSAGE: Optimizing Job Matching Using Graph Neural Networks

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:28:55.341470Z

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 055203c5-5637-4936-8176-27698b7ba17a · outbound

This paper cites RRCN: A Reinforced Random Convolutional Network based Reciprocal Recommendation Approach for Online Dating.

Off-Policy Evaluation and Learning for Matching Markets RRCN: A Reinforced Random Convolutional Network based Reciprocal Recommendation Approach for Online Dating

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:28:55.130293Z

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 dd61886b-dad0-4808-afa8-3d969081ed6b · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:59.460403Z

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 61ebdb31-849d-4583-bf8e-8f9a534d60a4 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:59.280964Z

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 76f16092-2878-45cb-8a40-34b4189f1d9c · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-06T16:28:53.521421Z

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 b35c67a8-89d5-4ea4-8aa6-024000da703d · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:49.404825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66cfef25-ca2a-4276-bb71-cb502e8f8760 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:49.577416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d04324d-d14c-4e70-b564-64b97994cfd7 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:49.814265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef757745-1c22-41ba-9a7b-a7903b94721f · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:49.918909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0c2db6c-75dc-4ffe-ac57-de862c49e2f3 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:58.885481Z

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 527a415b-70c6-4636-9a71-3d2ba77fb540 · outbound

This paper cites Off-Policy Evaluation for Large Action Spaces via Embeddings.

Off-Policy Evaluation and Learning for Matching Markets Off-Policy Evaluation for Large Action Spaces via Embeddings

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:50.166162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08290538-2b18-4017-a338-835702e14c70 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:58.723055Z

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 d08c8264-0681-4115-8f36-eafd32490c17 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:58.548459Z

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 2d4ee43a-9d61-429e-890f-1ed58127665d · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:58.373114Z

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 b94179ca-e527-4e86-b9f4-777d5c21ba56 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:58.172485Z

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 7a2a8d9d-f984-48e2-82f2-ef998cdf20dc · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:50.708428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8edf95f4-8ce6-4986-9c6e-dcb4f90ab67c · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:58.020640Z

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 3ce3539d-0ffa-4503-9d62-50ea217a5f56 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:57.826227Z

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 e0f3f5fa-8bf7-467c-98d5-4c74eb68766e · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:57.648631Z

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 365dfe63-8fdb-4d9e-b918-16e2ed2f5e00 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:57.450281Z

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 a9526e0a-d103-4c0c-9469-fdf17ccd10f7 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:57.260121Z

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 e8ffaa7d-08ae-4098-b920-eaee16780fec · outbound

This paper cites Thomas and Emma Brunskill.

Off-Policy Evaluation and Learning for Matching Markets Thomas and Emma Brunskill

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:28:57.104162Z

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 e21b409b-6b9f-4e80-936d-6373de2795ea · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:56.895498Z

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 d5946b40-dfbd-4d92-884e-c96249236614 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:51.818782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f60be490-b8ce-4a76-bfc4-9895ab64856f · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 42

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:28:54.526170Z

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 71f77b42-b88d-45cb-9266-814c6c497742 · outbound

This paper cites A Review of Off-Policy Evaluation in Reinforcement Learning.

Off-Policy Evaluation and Learning for Matching Markets A Review of Off-Policy Evaluation in Reinforcement Learning

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:52.147480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffb3e945-de84-4b8d-8092-069c2870eb98 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:56.635714Z

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 bc626421-7dac-4563-a581-4c2adab03f79 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 45

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:28:54.273046Z

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 cb5e0392-5cf8-4cc4-9f42-056366d934f3 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 46

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:28:54.072148Z

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 490a8ed8-70a8-4e95-b6bd-8f260ca7d697 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:56.451223Z

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 2bea6c88-5afc-42aa-ba7b-0479df53847f · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 48

Resolution: verified exact; doi, observed 2026-08-06T16:28:53.276675Z

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 d143afd7-c954-4b16-806d-9f284e3f3ab5 · outbound

This paper cites an unresolved cited work.

Off-Policy Evaluation and Learning for Matching Markets Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:56.248381Z

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 8f6853cf-251e-4bd3-aabd-b00f0e930530 · outbound

This paper cites Information Fusion 69 (2021), 103–127.

Off-Policy Evaluation and Learning for Matching Markets Information Fusion 69 (2021), 103–127

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:28:59.081590Z

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 0ded2e1f-cbf3-4237-9413-a3e1a573d14c · outbound

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

Off-Policy Evaluation and Learning for Matching Markets In Proceedings of the 17th ACM Conference on Recommender Systems (Singapore, Singapore) (RecSys ’23)

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:52.975224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.