Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T05:52:56.823002Z
Paper Citation Record · LEDGER
HorizonBench: Long-Horizon Personalization with Evolving Preferences
As of 10 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 4 inbound Pith citation observations for arXiv:2604.17283.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T00:22:46.413194Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-03T18:18:49.753969Z
Reference resolution
38 of 38 outbound references displayed
- verified exact12
- verified fuzzy18
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 4de3924d-03fa-4f64-9ce2-b064b1ba2e79 · outbound
This paper cites 2025 , eprint=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences 2025 , eprint=
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.631776Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b99b00c7-1805-44c7-b5c9-07ae14cd4c60 · outbound
This paper cites Second Conference on Language Modeling , year=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Second Conference on Language Modeling , year=
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.633653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 28bf1bd2-ac9c-4365-9e19-f60f32bbf2c3 · outbound
This paper cites IEEE Transactions on Systems, Man, and Cybernetics: Systems , volume=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences IEEE Transactions on Systems, Man, and Cybernetics: Systems , volume=
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.637792Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ab1085ba-59c9-4e73-82d5-148387256469 · outbound
This paper cites Applied Sciences , volume=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Applied Sciences , volume=
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.639705Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4efbbdd2-aa58-46f8-bcb4-a19d85eba519 · outbound
This paper cites Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T05:56:11.206504Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 48517777-e3c0-40d9-83f6-6a265635b0b5 · outbound
This paper cites 2025 , eprint=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences 2025 , eprint=
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.629921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4877cbbc-2dfc-410a-93de-8d208d704a7e · outbound
This paper cites 2024 , eprint=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences 2024 , eprint=
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.635907Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4c140bda-dc14-4cd0-ab92-eede9c3bb671 · outbound
This paper cites an unresolved cited work.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Unresolved cited work
Reference 9
- Resolution
- verified exact
- doi, observed 2026-05-10T05:56:10.706787Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ca99e11a-2945-4d7b-9e4f-bb3aaf9049a4 · outbound
This paper cites Connotation Frames of Power and Agency in Modern Films.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Connotation Frames of Power and Agency in Modern Films
Reference 10
- Resolution
- verified exact
- doi, observed 2026-05-10T05:56:10.702771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e86ef3d5-ab65-4b5b-a656-ec18de62ad59 · outbound
This paper cites Data and R epresentation for T urkish N atural L anguage I nference.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Data and R epresentation for T urkish N atural L anguage I nference
Reference 11
- Resolution
- verified exact
- doi, observed 2026-05-10T05:56:10.698115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4741cd42-f15a-47f3-87bb-cfe07d833c47 · outbound
This paper cites The Empirical Variability of Narrative Perceptions of Social Media Texts.
HorizonBench: Long-Horizon Personalization with Evolving Preferences The Empirical Variability of Narrative Perceptions of Social Media Texts
Reference 12
- Resolution
- verified exact
- doi, observed 2026-05-10T05:56:10.695904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0df9f846-2251-4e0f-9ae2-7674e233055c · outbound
This paper cites Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T05:56:11.211484Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f342fee0-5add-46a3-86a8-d4e97d904085 · outbound
This paper cites Know Me, Respond to Me.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Know Me, Respond to Me
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.607321Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f087e208-09f8-4620-9a77-2968b8ad1aac · outbound
This paper cites an unresolved cited work.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T18:35:29.621218Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 51dae313-57de-46ba-aab9-5fb01bec147c · outbound
This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.619453Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b3457b51-b7cc-457e-b2be-160f0926cd15 · outbound
This paper cites Towards Realistic Personalization.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Towards Realistic Personalization
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.605478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 557363b4-b76e-4da1-8cb3-93cf3152dc8c · outbound
This paper cites an unresolved cited work.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T18:35:29.599260Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 618d9896-df10-4fd7-add2-f7ce28854522 · outbound
This paper cites an unresolved cited work.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T18:35:29.603389Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b922276b-1930-4dd4-8774-a270dae188e9 · outbound
This paper cites an unresolved cited work.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T18:35:29.611728Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1673311c-aa9f-4808-b428-58cb7e187617 · outbound
This paper cites The Fourteenth International Conference on Learning Representations , year=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences The Fourteenth International Conference on Learning Representations , year=
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.595410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 51effa8f-c385-4516-a694-d3191b24930a · outbound
This paper cites The Second Conference on Language Modeling , year=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences The Second Conference on Language Modeling , year=
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.597363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 46763cdb-9793-4816-beca-f27b9eddd709 · outbound
This paper cites an unresolved cited work.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T18:35:29.615434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2516b810-c09e-428e-98ed-af5e1235210a · outbound
This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.601416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation eafde44b-ebe0-4517-b00d-e9fc26835697 · outbound
This paper cites an unresolved cited work.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T18:35:29.617257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0fbfe1ed-bf23-4e24-b298-92c2d3099419 · outbound
This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.609728Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b5b97add-cc68-4d54-ab9a-d29c9e83f916 · outbound
This paper cites Generative Agents.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Generative Agents
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.628295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 519cbb03-df5f-433a-bc4d-c32b30777ec2 · outbound
This paper cites AI PERSONA: Towards Life-long Personalization of LLMs.
HorizonBench: Long-Horizon Personalization with Evolving Preferences AI PERSONA: Towards Life-long Personalization of LLMs
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T05:56:11.209061Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 18c69269-9902-49db-84fc-d7c6197a59a7 · outbound
This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.624787Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dda42a13-67de-4b66-8c91-43ac14f4944a · outbound
This paper cites 2025 , isbn =.
HorizonBench: Long-Horizon Personalization with Evolving Preferences 2025 , isbn =
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T05:56:10.709323Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 62cb9f75-11cb-4134-bda0-45312b23c0f8 · outbound
This paper cites Reliable.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Reliable
Reference 31
- Resolution
- verified exact
- doi, observed 2026-05-10T05:56:10.714694Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e61dc2dc-5e17-4df2-ab5f-08f4ecb72672 · outbound
This paper cites L a MP : When Large Language Models Meet Personalization.
HorizonBench: Long-Horizon Personalization with Evolving Preferences L a MP : When Large Language Models Meet Personalization
Reference 32
- Resolution
- verified exact
- doi, observed 2026-05-10T05:56:10.713055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c0b10a6a-c3b0-4e3e-91be-1c4fcee26c56 · outbound
This paper cites 2024 , eprint=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences 2024 , eprint=
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.613598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 462fbd93-bf14-48d8-958e-a98e5cdcc22d · outbound
This paper cites arXiv preprint arXiv:2410.03198 , year=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences arXiv preprint arXiv:2410.03198 , year=
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T05:56:11.204064Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6e21b6ae-4620-4bea-b6ee-011989d59f8d · outbound
This paper cites Findings of the Association for Computational Linguistics: ACL 2025.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Findings of the Association for Computational Linguistics: ACL 2025
Reference 35
- Resolution
- verified exact
- doi, observed 2026-05-10T05:56:10.704719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 87ebcd10-a18c-4673-b95e-bb5e69e62914 · outbound
This paper cites 2025 , eprint=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences 2025 , eprint=
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.626633Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 48e6d780-01e9-48e3-817e-66d6c8435f36 · outbound
This paper cites Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation
Reference 37
- Resolution
- verified exact
- doi, observed 2026-05-10T05:56:10.711195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4f8feeb0-3e82-4637-a0a9-6df0d56b19aa · outbound
This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.
HorizonBench: Long-Horizon Personalization with Evolving Preferences Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang
Reference 38
- Resolution
- verified exact
- doi, observed 2026-05-10T05:56:10.700629Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 560344e0-b320-4f47-ab88-bf9d2c4044b6 · outbound
This paper cites 2026 , eprint=.
HorizonBench: Long-Horizon Personalization with Evolving Preferences 2026 , eprint=
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T18:35:29.622939Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Pith citing papers
Observation eb0fac45-7a87-4460-ab17-f16c8ab8c115 · inbound
Beyond Similarity: Trustworthy Memory Search for Personal AI Agents cites this paper.
Beyond Similarity: Trustworthy Memory Search for Personal AI Agents HorizonBench: Long-Horizon Personalization with Evolving Preferences
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T12:36:56.755936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 72225310-f494-463e-8322-a72ba4e53b5f · inbound
EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments cites this paper.
EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments HorizonBench: Long-Horizon Personalization with Evolving Preferences
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T15:28:34.414371Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8b8f785d-6361-4bf5-a650-6fd28ddf4107 · inbound
MemTrace: Probing What Final Accuracy Misses in Long-Term Memory cites this paper.
MemTrace: Probing What Final Accuracy Misses in Long-Term Memory HorizonBench: Long-Horizon Personalization with Evolving Preferences
Reference 34
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T18:18:49.755416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0bea5dd3-cedd-4f3f-8055-e28306f2c852 · inbound
Best Friends, Not Forever: Evaluating Long-Horizon Persona Collapse and Behavioral Drift in AI Companions cites this paper.
Best Friends, Not Forever: Evaluating Long-Horizon Persona Collapse and Behavioral Drift in AI Companions HorizonBench: Long-Horizon Personalization with Evolving Preferences
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T00:22:46.413194Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.