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Paper Citation Record · LEDGER

Structure-aware Relative Policy Optimization for Ranking

As of 9 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 0 inbound Pith citation observations for arXiv:2607.25268.

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

pith.paper-citation-record.v1
2607.25268 v1

Coverage vector

measured 78 of 78 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:01:25.036117Z

measured 78 of 78 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

78 of 78 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved78
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7caedda0-3cfc-430c-8ce5-4993a0ac57fa · outbound

This paper cites GPT-4 Technical Report.

Structure-aware Relative Policy Optimization for Ranking GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:16.581982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:16.581982Z digest=sha256:108eb690800ce18ad42abc5f02bc30a643eb5fd4e3cafe9797608c8612fc9c40

Observation dfea07c9-146e-4163-83cb-110c5bf6c353 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:16.676601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:16.676601Z digest=sha256:250ca92fd885f07914edb2ead4e34cfffd16c27a7656553b29e116e6169b9f61

Observation 9e986f31-6309-44d5-9489-88b6c2927b50 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:16.841107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:16.841107Z digest=sha256:071842f54c033f338015deca8dd8da58e497f6830437b182213472b86d052b92

Observation 7115f799-f9b3-47c6-8a2b-8e9863a016be · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:16.928116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:16.928116Z digest=sha256:d0ad4a7ba531ffa11f91f680a219e722e1a08be9dbda2b54f89dae6adcd8b351

Observation 8846f087-c10b-4c47-9ab2-1ec82ff3cda1 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:17.040318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:17.040318Z digest=sha256:ffd88abe6267bb6573c78532766ed506265b2251e9da898c4a1b141a7036529c

Observation 67f8ca40-6e17-48b6-b968-5618d046ff55 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:17.159464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:17.159464Z digest=sha256:7f66be8a5dbfba8ca700e23ee7e1f2c4b8f8a6f5b27cd63a52311769de78a7f2

Observation 07e2a0ec-def8-413e-b10b-8c900533d5ae · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:17.249679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:17.249679Z digest=sha256:baf64cbb2fffd27df279781f04ecd3a10e31237f383a9361eb71da3a565a6190

Observation ae509106-963c-420a-b1c5-d11736d16107 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:17.315151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:17.315151Z digest=sha256:b59fd067a75c6f7c9696981a9e26f65f3f2896f3499ee31634a6e09b4c6e35e7

Observation e0adccbb-4dbb-4da1-ac30-e8d7a6d1b462 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:17.399402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:17.399402Z digest=sha256:b78390ef2de0fddf9d208e900ca5ec71e1ef8749f1e2483209c53a4c46fd696f

Observation 135fac80-d037-4171-ab7c-bf70dd007127 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:17.543581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:17.543581Z digest=sha256:b99e3f944ac8b2ed1dc99c2ee921b7490dd5788acf8153a559594e760c4c85b0

Observation 684e3b68-8fae-4d3a-8fbd-67313196dc2a · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

Structure-aware Relative Policy Optimization for Ranking M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:17.700594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:17.700594Z digest=sha256:3cb0e1e0385774bf662c4ae8548f46485facd3f80b9871717b68fada614049d6

Observation 9f4ef741-0937-43ae-9ff7-3894acbe5224 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:17.753102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:17.753102Z digest=sha256:e687a63c52057dc42b052326bb20267cf712c15421f2254838a87fe0ab3e4631

Observation 6b00b30e-4146-4b41-beeb-bfeb30b8e0bd · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:17.828065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:17.828065Z digest=sha256:abad5e20eb1d78b55bf6f5e131b3901d5e40ba4745b65381bd043d5ef3701737

Observation 97c22a28-6038-4cf0-8049-7f1509929012 · outbound

This paper cites Overview of the TREC 2022 deep learning track.

Structure-aware Relative Policy Optimization for Ranking Overview of the TREC 2022 deep learning track

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:17.900051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:17.900051Z digest=sha256:fc4cd4298dd237a8f178453dc847a41eddc46c83c5efe010eaa453f48a388610

Observation 99beff27-dc32-4f82-833b-e4dbe18b0733 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:17.993822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:17.993822Z digest=sha256:34c4f64f6c8011b3ba0a5116fe8a35bbb1acc85cbdbdb9b0a636a0522f3b13d6

Observation 632f8fd0-6e4e-43aa-992f-6e65d717e1af · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:18.157053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:18.157053Z digest=sha256:c79bb875ff0dfdae991c9eb8f18581af2e31a9d81b1d7014edb78d24655c911b

Observation 9538c0c2-a2ec-4e83-b7d0-e8223469f1ea · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:18.235946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:18.235946Z digest=sha256:25ae7e498629511fade2b96e1224726fc1934e662d2ba08a84b63e51e5b17404

Observation 36e1678f-fbc1-4278-a23c-9227bb00f944 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:18.317869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:18.317869Z digest=sha256:77baad75a39ebed3db350dec842db50e980d0ab574270cb2484f4fcbeddb2f4e

Observation 8c0bc7b6-fec5-42c2-9174-960868d93029 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:18.505200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:18.505200Z digest=sha256:66a72ba85d96cf0a85d9b935418dae4ee9bac733672139c8bb9a6b984824e240

Observation f175c101-4fe5-4ec7-b7a4-1671bb858411 · outbound

This paper cites Q-Prop: Sample-Efficient Policy Gradient with An Off-Policy Critic.

Structure-aware Relative Policy Optimization for Ranking Q-Prop: Sample-Efficient Policy Gradient with An Off-Policy Critic

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:18.570841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:18.570841Z digest=sha256:e13183bc02414e0ef0379d485a1b03484c6eb1ee5a191ddbce2254857d3c3723

Observation 955d6b24-15f7-48cd-a0ff-4d0aa4e6b380 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:18.621575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:18.621575Z digest=sha256:54470933ca16e7b4dc43023e00cc3c83ad16d0c80d179292c484757de67b1528

Observation f9d15dd1-95b6-451b-9db0-c16b4e82739a · outbound

This paper cites 1954.Statistical theory of extreme values and some practical applications: a series of lectures.

Structure-aware Relative Policy Optimization for Ranking 1954.Statistical theory of extreme values and some practical applications: a series of lectures

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:18.717296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:18.717296Z digest=sha256:5017f231848b3c250fc9ed9f26b5eaf73b1fca4238f2c8ffad1c9142a25550b7

Observation 6cd9dcdb-a81c-4c96-9338-50e5ac12d238 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Structure-aware Relative Policy Optimization for Ranking DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:18.871503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:18.871503Z digest=sha256:65e4dbb42c5fc4534e23f40ce602b340942f12de11c341b667b4295a2426fdfc

Observation 8e000303-a304-4947-9f9e-7ef54626ffa5 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:18.974352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:18.974352Z digest=sha256:17739fd497f101523dbc59a89bd4cd290c25bc403001f04a273f7a510003b605

Observation 3a9d7fb5-567f-4ff5-b1f6-02ce4478bff6 · outbound

This paper cites GPT-4o System Card.

Structure-aware Relative Policy Optimization for Ranking GPT-4o System Card

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:19.137233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:19.137233Z digest=sha256:d7828a2bc7b506fd292261e40514296000684aec893384acb93cc2944e3cb7f1

Observation 9759e292-e59d-416d-a8ba-c172e26165e1 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:19.238569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:19.238569Z digest=sha256:1afadb0941cd128830c52becb9fd2c9f73c3d72e472f4430941996a3cc8b460c

Observation 621acc54-4427-4c9f-b862-ae0e9853e544 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:19.371320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:19.371320Z digest=sha256:41827557166b22249cd48c07851ce2ea71f35a0a05edf02394aa960f564e1424

Observation b160c100-80d1-4e4b-86a4-2d37fb870465 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:19.699746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:19.699746Z digest=sha256:20a60e85460ab2212263b7e3163fb232097fa3c63927041071f77421ab74c27b

Observation ab46e9a9-34a6-4988-9d5b-f6d1e3e11d8f · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:19.808427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:19.808427Z digest=sha256:7c60bb865bfa5953ccd285bc8c2fd85d0730b4ebf77abd8fa96ff650e7140235

Observation b326780e-32d6-4a00-85fe-67fe4cd1d98a · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:19.899237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:19.899237Z digest=sha256:5d03bcdd808993147d8391c35bda3d37c997e65a834cffcfff361074afdb8142

Observation 111423ad-ba3a-4609-92a6-eb46f48c20dd · outbound

This paper cites ResRank: Unifying Retrieval and Listwise Reranking via End-to-End Joint Training with Residual Passage Compression.

Structure-aware Relative Policy Optimization for Ranking ResRank: Unifying Retrieval and Listwise Reranking via End-to-End Joint Training with Residual Passage Compression

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:20.101304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:20.101304Z digest=sha256:cde1c55e039a3be3b68a30e250a5bd4f8181e378bc0f60c77a27ad4b7c36676b

Observation c587b037-db51-43db-bf49-6125fc061f90 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:20.251351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:20.251351Z digest=sha256:435c3a28c5bf55a67f76a6667894c9b1eb3c9b1bbf4cf91a497497d94ea174c6

Observation 5be588ea-8cbd-496b-9093-7d4f7f20bf6b · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:20.377994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:20.377994Z digest=sha256:85317903126671e6a7d3bfbc83924720d41ed8b78a597f8d9a5168e37ac5e61c

Observation aaacb989-0d40-4bb6-8d16-19d9295fec36 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:20.518738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:20.518738Z digest=sha256:dfe46edb8c3e1d9cc3af6e11b4cb0b34149074a4063ee14c6477dafdd45f1e2b

Observation 00f38ea7-df1d-4ecb-979e-a9b04deffe2e · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:20.596827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:20.596827Z digest=sha256:f9b70f065c49c70789ba765a4f1e4c9abd0b0b3037632d3dd2433242748cd1bb

Observation bfcb413b-2428-461c-b10b-211322dd6c1e · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:20.694760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:20.694760Z digest=sha256:6470adc9df637376caf4adc1d79b0c1e9a94a74ff0fd12d1d73b796b236b844b

Observation 25146a8e-69ab-4931-bdc3-ad3097394e92 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:20.787470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:20.787470Z digest=sha256:dfa96d53d8d3172bc4675a3590baa256dc41db8a8d41b0ea6616b67d024b2210

Observation d2c7f9c6-9fac-4b93-9f1c-a727cc2a0a30 · outbound

This paper cites 1959.Individual choice behavior.

Structure-aware Relative Policy Optimization for Ranking 1959.Individual choice behavior

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:20.965317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:20.965317Z digest=sha256:b5a41effea093aecb97be633cf66bfec0e90bf642b1d82bbb068c11edc9b9669

Observation d33dc88b-a3ae-408e-b462-cac9db31e033 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:21.042262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:21.042262Z digest=sha256:c1873bb311684e1d62ad98cbf4e6fa48fe7f0b4c66b9dae923cef44844e205ed

Observation 8cc5ee0f-718d-4db7-9c47-402fc22a286e · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:21.167768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:21.167768Z digest=sha256:6019f6f08251259f722e64c2f913269ae5df43aee2e924a048fb8bf716b090fc

Observation af57e2ab-9799-4576-bdb7-51e30eb368f0 · outbound

This paper cites Multi-Stage Document Ranking with BERT.

Structure-aware Relative Policy Optimization for Ranking Multi-Stage Document Ranking with BERT

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-01T03:01:21.260127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:21.260127Z digest=sha256:6f3f36d2835c20445cc144d919d294d377969c4dc84b7d5895d8a9fa5eb4edd3

Observation 27d16ce6-122a-4182-ae65-a49defa27614 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-01T03:01:21.343707Z digest=sha256:561fa7cf9b6b81742e5c2435ee30d61845819acc891d3f80d14f30e1c92fd3fe

Observation e4c5265d-bef5-4455-aee1-82286187e4c2 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-01T03:01:21.532912Z digest=sha256:990b7932395aae8b0547d6ebae517b615ae27f5f96f9b844b87e4dc6273354b2

Observation 02b70b02-fad8-461d-bced-2abcfe8cb292 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 44

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source=pdf_text observed=2026-08-01T03:01:21.686790Z digest=sha256:b84ec3580ba51424998f78743a68c62270e318959bdc4305554c2aeddecb901d

Observation d969230f-e791-4023-994e-2d0c4fd257d4 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-01T03:01:21.844763Z digest=sha256:c8f86e4bc8b18fdd2fe19b525a0241c09978dc46b2b334fe3d39dcd72960cbd1

Observation abc5775b-d139-48f7-b50c-afeff045e8cb · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 46

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T03:01:22.054999Z digest=sha256:3bdad6967af62e317ee78d57ed701971b9b14f00ae5acd6fc6230cacce62ffe4

Observation 56a30392-8bef-4e98-b4ff-7c1e79ef25f7 · outbound

This paper cites RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models.

Structure-aware Relative Policy Optimization for Ranking RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models

Reference 47

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source=pdf_text observed=2026-08-01T03:01:22.122989Z digest=sha256:b613a2a305e50721bb3dc7f71eb6bb7740e6bf1a26908a7526d777e71e25b877

Observation d37ff3e0-5ebf-4dc3-8ae5-9d1b58433879 · outbound

This paper cites RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!.

Structure-aware Relative Policy Optimization for Ranking RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

Reference 48

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source=pdf_text observed=2026-08-01T03:01:22.207482Z digest=sha256:3589bc95ebac21f4146653b6611d8a00b59d8b8c884f035369b78c5891ce0426

Observation de7f1eef-fee4-43d3-b4c5-a19c6e2f00c5 · outbound

This paper cites Introducing LETOR 4.0 Datasets.

Structure-aware Relative Policy Optimization for Ranking Introducing LETOR 4.0 Datasets

Reference 49

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source=pdf_text observed=2026-08-01T03:01:22.270958Z digest=sha256:9b7e58a530b49611a0c04c8d7a31ff9a2f50eaf160f57f09a21cd9d8b97185a3

Observation f885ebc8-af7f-4b15-822f-13f399d2643b · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-01T03:01:22.311935Z digest=sha256:818018e623f223d5eea2de01ec6732c997659f8851f90aea8df5943350154075

Observation dbbd6092-8ef8-44ae-a6e7-10d7c7871cf4 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-01T03:01:22.388835Z digest=sha256:f72f037159c633d1c2d17d438b05ada651f01d9cc6f44a1e0d4d26df3dfa2d40

Observation da938034-c4c5-4c8f-bd7e-4106cb714c4c · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-01T03:01:22.532094Z digest=sha256:ddcc00244b282e4ff11fe723a3687778ce3a744690b118af7ed0ce9e9458ec5a

Observation 640bab89-68ed-459a-a623-bdbc0af42161 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Structure-aware Relative Policy Optimization for Ranking DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 53

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source=pdf_text observed=2026-08-01T03:01:22.693562Z digest=sha256:2266b368feec453847476193642104a47631d550cdb935e5f67e8ed8fb1a5698

Observation 0c71f43d-3b43-4e0f-aebb-e127deb92b6f · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-01T03:01:22.789677Z digest=sha256:c0d73866dd15173d3681b475fef6fb125b304c3eb3d97c74b2054068d1952e3d

Observation 85792aa6-aecf-45bb-adf0-e320b4527ab4 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-01T03:01:22.820708Z digest=sha256:adf97ec01ebab5b904348c6950f70ee8b88c9473cc60ec747e83cdf4c0d84dcf

Observation b6ea7e19-50ae-4abe-85a7-04d00103b421 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-01T03:01:22.858938Z digest=sha256:929e08a8f1c9cfae10d11129793bb44e9d95a10c93934f7b861d7336ffd583c3

Observation 95755430-5cba-43d7-97cf-6ffa46b4ca0f · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-01T03:01:22.985620Z digest=sha256:c994d1c0c1e1b1063e0460103aeb36752c1445eb50f0e429ce5de8124860ae6f

Observation 4b1a70ae-0722-46af-ae85-73e0cf6f97c9 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Structure-aware Relative Policy Optimization for Ranking Proximal Policy Optimization Algorithms

Reference 58

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source=pdf_text observed=2026-08-01T03:01:22.610813Z digest=sha256:3d6b341d1281e015c7c3b0e9a81d6f7db74a06054b9c7d6fcf897f3bcab6fab3

Observation 84138262-335a-49d0-a4cc-f924b7053814 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-01T03:01:23.179275Z digest=sha256:eb7d391e02b8955077f76aeded10ac337883adc3c93970ca0df124dedeb3acbb

Observation e4934d58-fe93-41eb-9719-5c73217016f1 · outbound

This paper cites BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models.

Structure-aware Relative Policy Optimization for Ranking BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

Reference 60

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source=pdf_text observed=2026-08-01T03:01:23.275316Z digest=sha256:d644f72ee732cf5fac55b6a877d6c0bab2da4dbd2056885dff22d1ec087c23dc

Observation 71e8704a-85c4-4b4d-9554-63de3abb5776 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 61

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no resolver link, observed 2026-08-01T03:01:23.472799Z

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source=pdf_text observed=2026-08-01T03:01:23.472799Z digest=sha256:3f9ae2c11a4e43e158fda77edf09ccbef0dca6f310c33d28c9e68a0622d8d965

Observation a829f6b3-6f15-4b0c-8e8f-6019b7dee70e · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 62

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no resolver link, observed 2026-08-01T03:01:23.605370Z

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source=pdf_text observed=2026-08-01T03:01:23.605370Z digest=sha256:5466fa6ad82afd68794e09d5d3c948836c94a91dba9dfbe48f728e4939032a49

Observation 1e435842-a3c3-47fc-b280-52e331ed49e9 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 63

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source=pdf_text observed=2026-08-01T03:01:23.758728Z digest=sha256:5065e5ebd436c58ba0c6abf8c6307523442b13d95d16202782c37313aa2137ae

Observation 2667339f-b3d3-4166-bc19-124c6aa7986b · outbound

This paper cites 1998.Reinforcement learning: An intro- duction.

Structure-aware Relative Policy Optimization for Ranking 1998.Reinforcement learning: An intro- duction

Reference 64

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source=pdf_text observed=2026-08-01T03:01:23.065320Z digest=sha256:63164116f31f5dec8a9a37b2cb51f79e4a8f5ec0d481bc16db12eff23d083a57

Observation d0c28e56-2f6e-4310-99bd-4574827e5ce4 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 65

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no resolver link, observed 2026-08-01T03:01:23.923879Z

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source=pdf_text observed=2026-08-01T03:01:23.923879Z digest=sha256:20f7f76f3d826abae3e87beedd49d38d5ab5b65d97b0bcef253f7ba03f3b9acb

Observation c9aefb56-2eec-4f7b-bb48-bea43650f4ed · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 66

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no resolver link, observed 2026-08-01T03:01:24.054502Z

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source=pdf_text observed=2026-08-01T03:01:24.054502Z digest=sha256:1da348b465eb58ad385a1890a7080e4733631dd5c923d74c807f6d0cefe07b46

Observation acaf6952-6bd9-47ab-8290-19539b55b6a2 · outbound

This paper cites Qwen3 Technical Report.

Structure-aware Relative Policy Optimization for Ranking Qwen3 Technical Report

Reference 67

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no resolver link, observed 2026-08-01T03:01:24.242635Z

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source=pdf_text observed=2026-08-01T03:01:24.242635Z digest=sha256:2ba9297e5b66f0c7f3455b8e700dc5fd42774a805d3c2728f90e5f9852ab4dae

Observation 52442d5d-9910-4248-a03b-8eb152fd2bf3 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 68

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no resolver link, observed 2026-08-01T03:01:24.420370Z

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source=pdf_text observed=2026-08-01T03:01:24.420370Z digest=sha256:49fcffd78a281c91233c2a2deec3b83ce25423b6f53f03ce84980f6021898615

Observation 779b3b69-b1a9-4f25-9058-6510fa81b848 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 69

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no resolver link, observed 2026-08-01T03:01:24.634546Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:24.634546Z digest=sha256:b45358706b5dd5f0cc573f1553990475e9af4be158f088c1cfa897d16a48f824

Observation 776d8646-d98a-4801-99db-4b6b30b86968 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 70

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no resolver link, observed 2026-08-01T03:01:23.861110Z

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source=pdf_text observed=2026-08-01T03:01:23.861110Z digest=sha256:133492bf087124ad4736b42f3156643cca20e0501cd5c3666e672fde2a2fbf56

Observation fe66a1f1-22b6-4412-8c6b-1268e0c1080f · outbound

This paper cites Group Sequence Policy Optimization.

Structure-aware Relative Policy Optimization for Ranking Group Sequence Policy Optimization

Reference 71

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no resolver link, observed 2026-08-01T03:01:24.911978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:24.911978Z digest=sha256:2c6217f0eb5e14cc1c2057f1a335ed023b9ce4d0b3abe6574bb8b5c15005d987

Observation dcd18336-5306-48b5-9cf0-b10f2085c974 · outbound

This paper cites Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning.

Structure-aware Relative Policy Optimization for Ranking Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning

Reference 72

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no resolver link, observed 2026-08-01T03:01:25.036117Z

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source=pdf_text observed=2026-08-01T03:01:25.036117Z digest=sha256:e01dc3f0abe5b409ab9ecadee5ad9d27a9e42366264a052999d1b9b59c0d26ce

Observation e329d2b5-771b-4ef9-850d-b193bc9f42c2 · outbound

This paper cites an unresolved cited work.

Structure-aware Relative Policy Optimization for Ranking Unresolved cited work

Reference 76

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no resolver link, observed 2026-08-01T03:01:24.760359Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:24.760359Z digest=sha256:09d197fc01de93fa37f734447e51f842463719ebb2bb32decefffaef9f97961f

Observation e716d369-17a9-4fbf-9846-1853a89079c7 · outbound

This paper cites High-Dimensional Continuous Control Using Generalized Advantage Estimation.

Structure-aware Relative Policy Optimization for Ranking High-Dimensional Continuous Control Using Generalized Advantage Estimation

Reference 2015

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no resolver link, observed 2026-08-01T03:01:22.451123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:22.451123Z digest=sha256:d3d2c696fd7a1a1c9c1cb7b503159c609e9fe4a7cd3555a3bac6ac4ea8850925

Observation 94d6483f-4ac7-4476-9ae7-0f52b18d10b6 · outbound

This paper cites InAcm Sigir Forum, Vol.

Structure-aware Relative Policy Optimization for Ranking InAcm Sigir Forum, Vol

Reference 2017

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no resolver link, observed 2026-08-01T03:01:19.562084Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:19.562084Z digest=sha256:d954d86f8c0a75b37355045ad3042d9b1771d68cde4c17875b971a6e02407efd

Observation f5f4abf5-d655-4a49-aaeb-34d09d5184cf · outbound

This paper cites InProceedings of the 43rd international ACM SIGIR conference on research and development in information retrieval.

Structure-aware Relative Policy Optimization for Ranking InProceedings of the 43rd international ACM SIGIR conference on research and development in information retrieval

Reference 2020

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no resolver link, observed 2026-08-01T03:01:21.970942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:21.970942Z digest=sha256:f33c958f54945c36c8adc03225855a87651f247c2183ae0ffafbe421fec3c51f

Observation 1b49a1b0-69ea-44f4-b24b-9c1afbe38a32 · outbound

This paper cites InProceedings of the AAAI conference on artificial intelligence, Vol.

Structure-aware Relative Policy Optimization for Ranking InProceedings of the AAAI conference on artificial intelligence, Vol

Reference 2022

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no resolver link, observed 2026-08-01T03:01:18.101470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:18.101470Z digest=sha256:12bf87fa9d4dc5636b205017b82a31fcef6135b1b2dc409801306ee75a82347a

Observation 4bbcd023-c445-446b-8b95-131f8f0421d5 · outbound

This paper cites Policy-Gradient Training of Language Models for Ranking.

Structure-aware Relative Policy Optimization for Ranking Policy-Gradient Training of Language Models for Ranking

Reference 2023

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no resolver link, observed 2026-08-01T03:01:18.419133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:01:18.419133Z digest=sha256:abe55755315d2edd1974685b06748c484c18b2924d1dc0d2eb75cd10e8e6c4af

Pith citing papers

No inbound Pith citation observations are available.