Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:01:08.046172Z
Paper Citation Record · LEDGER
Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds
As of 21 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2508.17166.
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 2026-08-21T06:32:19.484+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
8 of 8 outbound references displayed
- verified exact0
- verified fuzzy4
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation cc67c608-758e-487b-9c13-5418830ae92b · outbound
This paper cites Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning.
Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:01:08.018025Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95f29556-b7ce-4988-b150-1786f96ab181 · outbound
This paper cites Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning.
Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:01:08.031911Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db008dc5-86c1-462a-abe9-9eea22f2b14b · outbound
This paper cites In Findings of the Association for Computational Lin- guistics: ACL 2024, pages 10796–10816, Bangkok, Thailand.
Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds In Findings of the Association for Computational Lin- guistics: ACL 2024, pages 10796–10816, Bangkok, Thailand
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:01:08.232524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a7426894-14da-441b-87a8-70b0322ab50b · outbound
This paper cites arXiv preprint arXiv:2403.02951.
Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds arXiv preprint arXiv:2403.02951
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:01:08.041756Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1bb4d08-f510-4e00-b75a-4f3df9de4ffa · outbound
This paper cites In Findings of the Association for Computational Linguistics: EMNLP 2023, pages 3501–3532, Singapore.
Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds In Findings of the Association for Computational Linguistics: EMNLP 2023, pages 3501–3532, Singapore
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:01:08.217501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6b751996-7d71-4cd8-85be-1ceeaebd52c7 · outbound
This paper cites In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Process- ing, pages 1601–1611, Singapore.
Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Process- ing, pages 1601–1611, Singapore
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:01:08.263778Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2def00f9-c10e-4313-a843-b5a81640ff8b · outbound
This paper cites In Pro- ceedings of the 2024 Conference on Empirical Meth- ods in Natural Language Processing, pages 22206– 22216, Miami, Florida, USA.
Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds In Pro- ceedings of the 2024 Conference on Empirical Meth- ods in Natural Language Processing, pages 22206– 22216, Miami, Florida, USA
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:01:08.247885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8759de6f-37e7-4002-af08-80f4e5578d7c · outbound
This paper cites LLM-Symbolic Integration for Robust Temporal Tabular Reasoning.
Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds LLM-Symbolic Integration for Robust Temporal Tabular Reasoning
Reference 2025
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-05T17:01:08.202046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Pith citing papers
No inbound Pith citation observations are available.