Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:11:05.980631Z
Paper Citation Record · LEDGER
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling
As of 16 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2506.00446.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
16 of 16 outbound references displayed
- verified exact0
- verified fuzzy10
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 89f73561-d224-4a72-9d5f-4d944a5c21b9 · outbound
This paper cites • Inverse Cascade: cinverse cascade(k, l) = 1, ∀l ≥ k, and cinverse cascade(k, l) = 0, otherwise.
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling • Inverse Cascade: cinverse cascade(k, l) = 1, ∀l ≥ k, and cinverse cascade(k, l) = 0, otherwise
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:11:06.821948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ed4f24c9-2bc1-4cf6-be08-b4ce2ed6332c · outbound
This paper cites Note that for the RCV1-2K dataset, the top 1600 training and top 4000 test samples were extracted for the experiment.
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling Note that for the RCV1-2K dataset, the top 1600 training and top 4000 test samples were extracted for the experiment
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:11:06.989611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 88f3505d-3cd3-4f3a-b891-c1a9d6ac422e · outbound
This paper cites We utilized SLOPE to determine the optimal number of dimensions to extract from the first dimension of the embedding.
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling We utilized SLOPE to determine the optimal number of dimensions to extract from the first dimension of the embedding
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:11:06.647178Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7e454082-3720-4737-acf6-5f86c870ce8c · outbound
This paper cites POTEC: Off-Policy Learning for Large Action Spaces via Two-Stage Policy Decomposition.
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling POTEC: Off-Policy Learning for Large Action Spaces via Two-Stage Policy Decomposition
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:04.863678Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ecf65b7-4023-4b30-b8d8-23c67979d65e · outbound
This paper cites Related Works Here, we provide an overview of the related works pertinent to our study.
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling Related Works Here, we provide an overview of the related works pertinent to our study
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:11:07.988542Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f1998767-0cad-48b7-ae95-6459ca8ab476 · outbound
This paper cites However, selecting estimators using only logged data is challenging, as their biases are influenced by the true policy value.
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling However, selecting estimators using only logged data is challenging, as their biases are influenced by the true policy value
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:11:07.709206Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6179592d-8279-4d41-ac31-5ade73dd5d32 · outbound
This paper cites an unresolved cited work.
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:07.568832Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a27bb8b5-7d66-4b36-a66f-77d1c5c7b965 · outbound
This paper cites an unresolved cited work.
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:06.456691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 239636ea-e3c7-413e-866d-2cd804bec2e8 · outbound
This paper cites Comparison of MSIPS, MRIPS without SLOPE, and MSIPS(w/SLOPE), MRIPS(w/SLOPE).
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling Comparison of MSIPS, MRIPS without SLOPE, and MSIPS(w/SLOPE), MRIPS(w/SLOPE)
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:11:06.235537Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 46a1f30f-30f8-4af3-a7bd-1c5d9dbbc01f · outbound
This paper cites an unresolved cited work.
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling Unresolved cited work
Reference 1975
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:07.367778Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ae372a46-ba53-45ed-912e-6732244abe99 · outbound
This paper cites an unresolved cited work.
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling Unresolved cited work
Reference 2014
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:07.212997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6fc9e330-53fb-4403-a8b2-13adca72b616 · outbound
This paper cites However, if this assumption is not met, the PI exhibits significant bias (Kiyohara et al., 2024).
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling However, if this assumption is not met, the PI exhibits significant bias (Kiyohara et al., 2024)
Reference 2017
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:11:07.875920Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bb3ed3f6-142f-4e5c-a222-9b2f9def25ed · outbound
This paper cites Off-policy evaluation for large action spaces via pol- icy convolution.
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling Off-policy evaluation for large action spaces via pol- icy convolution
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:11:08.158081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d1eaab94-86f2-4b9e-9635-d764868791eb · outbound
This paper cites Offline policy evaluation in large action spaces via outcome-oriented action grouping.
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling Offline policy evaluation in large action spaces via outcome-oriented action grouping
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:11:08.299336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3733ae4d-b351-4922-b317-83bcdf8a200b · outbound
This paper cites Open Bandit Dataset and Pipeline: Towards Realistic and Reproducible Off-Policy Evaluation.
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling Open Bandit Dataset and Pipeline: Towards Realistic and Reproducible Off-Policy Evaluation
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:04.807882Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfa1d54e-6276-4625-a0b9-1c26b71ec839 · outbound
This paper cites Off-policy evalu- ation of slate bandit policies via optimizing abstraction.
Off-Policy Evaluation of Ranking Policies via Embedding-Space User Behavior Modeling Off-policy evalu- ation of slate bandit policies via optimizing abstraction
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:11:08.451911Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.