Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:42:49.542276Z
Paper Citation Record · LEDGER
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization
As of 17 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 4 inbound Pith citation observations for arXiv:2506.12915.
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, observed 2026-08-08T17:17:53.434087Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T23:26:22.230033Z
Reference resolution
60 of 60 outbound references displayed
- verified exact2
- verified fuzzy18
- unresolved40
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation df9fe52e-ff70-4ff4-afbf-c7761ecfa2dc · outbound
This paper cites Llama 3 model card.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Llama 3 model card
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.843270Z
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 b19c539b-7d07-4fe1-bbde-cbdbdad264cb · outbound
This paper cites Introducing Claude, 2023.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Introducing Claude, 2023
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.828770Z
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 ff1e70a9-6682-4a2b-a50d-a011166f801d · outbound
This paper cites Explainable recommendations via attentive multi-persona collaborative filtering.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Explainable recommendations via attentive multi-persona collaborative filtering
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.813694Z
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 f3b75099-335c-4262-b5c2-1fe692280546 · outbound
This paper cites an unresolved cited work.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:42:50.796199Z
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 561a77ed-1958-4873-8564-51d59a221274 · outbound
This paper cites Large Language Models for User Interest Journeys.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Large Language Models for User Interest Journeys
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:43.472270Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a3216b6-73a9-4a1e-9a0d-be5db0003b2b · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Training Verifiers to Solve Math Word Problems
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:43.629485Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8741c97-87a6-4dd9-acba-06bdd36e5ccf · outbound
This paper cites Language-based user profiles for recommendation, 2024.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Language-based user profiles for recommendation, 2024
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.780640Z
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 899e24ab-2fc9-4c62-acf9-65dd0abb82dc · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:43.815017Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d72be3e2-a298-4fb3-8d48-4f70bb024aab · outbound
This paper cites RLHF Workflow: From Reward Modeling to Online RLHF.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization RLHF Workflow: From Reward Modeling to Online RLHF
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:43.921624Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 605a7477-2042-4cab-a746-468a1fb2b8d0 · outbound
This paper cites Quantile Regression for Distributional Reward Models in RLHF.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Quantile Regression for Distributional Reward Models in RLHF
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:44.017650Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45001a41-529d-4669-9d0c-f91bbbfda397 · outbound
This paper cites Statistics (international student edition).Pisani, R.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Statistics (international student edition).Pisani, R
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.765154Z
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 03d740ed-0988-4b0f-a89b-85fbd99e33db · outbound
This paper cites ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:44.206786Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1193d218-ba07-48e8-89ba-7d602c4bbcfe · outbound
This paper cites Maxwell Harper and Joseph A.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Maxwell Harper and Joseph A
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:44.309282Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1884a62-b91b-4376-a3a7-d49738113ca5 · outbound
This paper cites LoRA: Low-Rank Adaptation of Large Language Models.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization LoRA: Low-Rank Adaptation of Large Language Models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:44.407417Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d126f49-7c51-46de-99e0-93dbcd3e385a · outbound
This paper cites Mistral 7B.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Mistral 7B
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:44.528247Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd144a6d-b9b9-4cfc-9103-81a078686f19 · outbound
This paper cites Know me, respond to me: Benchmarking llms for dynamic user profiling and personalized responses at scale.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Know me, respond to me: Benchmarking llms for dynamic user profiling and personalized responses at scale
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:44.598568Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbe554b2-9e60-4dd1-a25c-75daaa960b0f · outbound
This paper cites Do llms understand user preferences? evaluating llms on user rating prediction, 2023.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Do llms understand user preferences? evaluating llms on user rating prediction, 2023
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.749534Z
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 acce208d-69f1-44cb-9511-5df271303cc5 · outbound
This paper cites Smith, and Hannaneh Hajishirzi.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Smith, and Hannaneh Hajishirzi
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.732943Z
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 9082a722-79eb-41b9-b5cd-4d17e4b93a5f · outbound
This paper cites Teach LLMs to Personalize -- An Approach inspired by Writing Education.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Teach LLMs to Personalize -- An Approach inspired by Writing Education
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:44.839306Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b93c821-47e3-4fe1-8aa4-28568b20c44b · outbound
This paper cites EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:44.993579Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 025f6729-5c25-481f-bdfe-384501a9f724 · outbound
This paper cites Personal llm agents: Insights and survey about the capability, efficiency and security, 2024.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Personal llm agents: Insights and survey about the capability, efficiency and security, 2024
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:45.206984Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 973c623b-a330-4568-a22f-3e7161ae9a37 · outbound
This paper cites DeepSeek-V3 Technical Report.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization DeepSeek-V3 Technical Report
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:45.417302Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de613ca4-0ea1-418f-be08-dc47640c140d · outbound
This paper cites Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:45.662556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55e67858-b126-43f9-ac1b-997055aa356e · outbound
This paper cites Gaia: a benchmark for general ai assistants.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Gaia: a benchmark for general ai assistants
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:45.826955Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4dabe5ad-e1e6-4a06-b7a2-938676365973 · outbound
This paper cites Inf-orm-llama3.1-70b, 2024.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Inf-orm-llama3.1-70b, 2024
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.695554Z
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 9d26339a-a4ce-4341-8da2-a6ddfd21d52d · outbound
This paper cites Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:46.217896Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a502846c-f74d-497d-bbef-3624da7b143c · outbound
This paper cites Justifying recommendations using distantly-labeled reviews and fine-grained aspects.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Justifying recommendations using distantly-labeled reviews and fine-grained aspects
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:46.468846Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1461068-c92c-4a21-ac22-b1f37d22cb80 · outbound
This paper cites an unresolved cited work.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:46.669467Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f960dc81-d99d-495c-91f7-ec993c0142c3 · outbound
This paper cites Offsetbias: Leveraging debiased data for tuning evaluators, 2024.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Offsetbias: Leveraging debiased data for tuning evaluators, 2024
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.669232Z
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 f83332af-f9fb-4ed0-8352-46c1c07a1adc · outbound
This paper cites Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:46.830983Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e299f189-bbd1-4955-8105-9907101978a1 · outbound
This paper cites Optimization methods for personalizing large language models through retrieval augmentation.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Optimization methods for personalizing large language models through retrieval augmentation
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.653364Z
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 38b19d84-5506-4f08-969a-747f6f9600da · outbound
This paper cites Lamp: When large language models meet personalization, 2024.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Lamp: When large language models meet personalization, 2024
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.637116Z
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 7bdf8faf-4cd0-42c0-a1b0-dbfbb3010824 · outbound
This paper cites User Modeling in the Era of Large Language Models: Current Research and Future Directions.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization User Modeling in the Era of Large Language Models: Current Research and Future Directions
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:47.082342Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d461b08c-aee2-4354-9315-d2dac31d9b72 · outbound
This paper cites Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:47.145964Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 434d6938-67d5-464d-9f87-cec2fd64484b · outbound
This paper cites RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models
Reference 35
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T00:42:50.086889Z
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 0685e883-6cb0-4d03-b974-b7dbd8af8505 · outbound
This paper cites Qwq-32b: Embracing the power of reinforcement learning, March 2025.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Qwq-32b: Embracing the power of reinforcement learning, March 2025
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:47.309915Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52a40200-fdec-478b-9b9b-eb2ab9254003 · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:47.380532Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb62ce9f-152e-48f4-bb12-f0185e72ab63 · outbound
This paper cites Interpretable preferences via multi- objective reward modeling and mixture-of-experts.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Interpretable preferences via multi- objective reward modeling and mixture-of-experts
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:47.488090Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a019766-1fae-4bd3-be1d-cea19a4539d4 · outbound
This paper cites Weaver: Foundation Models for Creative Writing.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Weaver: Foundation Models for Creative Writing
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:47.548157Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07794934-94f4-48a7-ab18-1e99d21aad81 · outbound
This paper cites AI PERSONA: Towards Life-long Personalization of LLMs.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization AI PERSONA: Towards Life-long Personalization of LLMs
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:47.668122Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d710010-a9d1-489c-94c5-ad874f411ade · outbound
This paper cites HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:47.768903Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3b23bd3-640a-4e84-89ff-091dd43c11d9 · outbound
This paper cites HelpSteer2: Open-source dataset for training top-performing reward models.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization HelpSteer2: Open-source dataset for training top-performing reward models
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:47.880878Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa31f723-4050-45ba-beab-792317fd412c · outbound
This paper cites Personalized large language models, 2024.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Personalized large language models, 2024
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.601764Z
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 c2f88625-db39-4e3e-8f3f-1633a63acba6 · outbound
This paper cites Travelplanner: A benchmark for real-world planning with language agents.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Travelplanner: A benchmark for real-world planning with language agents
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.586415Z
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 443bcc92-0eec-47b2-91f2-6e23338da4aa · outbound
This paper cites Iterative preference learning from human feedback: Bridging theory and practice for rlhf under kl-constraint, 2024.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Iterative preference learning from human feedback: Bridging theory and practice for rlhf under kl-constraint, 2024
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:48.114443Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90af4112-5601-42c0-8992-089a64fef636 · outbound
This paper cites Qwen2.5 Technical Report.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Qwen2.5 Technical Report
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:48.319868Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48cd27ac-c3ea-4593-8bf8-e05e9953898a · outbound
This paper cites RefGPT: Dialogue Generation of GPT, by GPT, and for GPT.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization RefGPT: Dialogue Generation of GPT, by GPT, and for GPT
Reference 48
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T00:42:49.854512Z
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 fd8a4f3d-b645-4051-a713-0c8618677e9a · outbound
This paper cites Palr: Personalization aware llms for recommendation, 2023.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Palr: Personalization aware llms for recommendation, 2023
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.559366Z
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 c8ca9a81-b836-42c8-b79c-0ed0a04d842c · outbound
This paper cites BookGPT: A General Framework for Book Recommendation Empowered by Large Language Model.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization BookGPT: A General Framework for Book Recommendation Empowered by Large Language Model
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:48.564482Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51d0cc83-eb94-4122-8a29-3233366d4fdf · outbound
This paper cites Instruction-Following Evaluation for Large Language Models.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Instruction-Following Evaluation for Large Language Models
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:48.631231Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8788018d-c404-4c45-bc0a-847d301b557f · outbound
This paper cites Learning to predict persona information for dialogue personalization without explicit persona description.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Learning to predict persona information for dialogue personalization without explicit persona description
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:48.711798Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94f043c8-85a3-4f6f-9cca-51230c272405 · outbound
This paper cites PersonalLLM: Tailoring LLMs to Individual Preferences.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization PersonalLLM: Tailoring LLMs to Individual Preferences
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:42:48.799048Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa98592d-827f-404c-b1a4-3de0e13ce052 · outbound
This paper cites Avoid purely factual queries.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Avoid purely factual queries
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.544671Z
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 cdbe10b5-461b-4df8-bd19-a0bf147a9a1d · outbound
This paper cites Do not awkwardly mash memory scenes and persona configuration.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Do not awkwardly mash memory scenes and persona configuration
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.530177Z
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 f0962368-c738-45f3-801e-ccc15cbcfc52 · outbound
This paper cites an unresolved cited work.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:42:50.514814Z
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 08bba89e-7836-4ab4-b1ed-d1d2f60846c5 · outbound
This paper cites an unresolved cited work.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:42:50.496231Z
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 6f0cf8fc-877e-4f07-8129-e9174fd3afa4 · outbound
This paper cites Instead, infer what the user might want based on their existing persona configuration, rather than just combining field details.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Instead, infer what the user might want based on their existing persona configuration, rather than just combining field details
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.481803Z
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 a89e8741-4e83-4f7e-992d-b71feb342576 · outbound
This paper cites an unresolved cited work.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:42:50.466452Z
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 d39cdb81-053f-4132-bcff-6707cbe688bc · outbound
This paper cites an unresolved cited work.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:42:50.451650Z
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 862f2935-76d3-4266-85f9-654c411cc260 · outbound
This paper cites For instance, add overly general or irrelevant information, or provide vague or overly broad advice.
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization For instance, add overly general or irrelevant information, or provide vague or overly broad advice
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:42:50.435777Z
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
Observation 1beb8346-8819-4887-8d18-355c24811f45 · inbound
AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment cites this paper.
AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T14:51:08.344417Z
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 1a8b8716-b32f-4be0-85d8-05f974e0118d · inbound
Beyond Isolated Behaviors: Hierarchical User Modeling for LLM Personalization cites this paper.
Beyond Isolated Behaviors: Hierarchical User Modeling for LLM Personalization PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization
Reference 58
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T22:56:20.508725Z
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 a79d1622-dd64-44c9-9ceb-3422a5b9d438 · inbound
BehaviorBench: Modeling Real-World User Decisions from Behavioral Traces cites this paper.
BehaviorBench: Modeling Real-World User Decisions from Behavioral Traces PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T23:26:22.232555Z
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 cba440d3-9b69-45e2-a3f3-0aa57e8bb554 · inbound
LUNAR: Benchmarking Personalized Large Language Models on UNiversal User BehAvioR Logs cites this paper.
LUNAR: Benchmarking Personalized Large Language Models on UNiversal User BehAvioR Logs PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T17:17:53.434087Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.