Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T18:04:00.800663Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2605.28882.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T18:04:00.800663Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7eab84ec-066d-4aed-aac9-81d6d2145826 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human University of Chicago Press, Chicago, reissue edition, 2009
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 988a6d0c-82c5-4dec-a57e-1d1eb425c2ac · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Semeval-2023 task 11: Learning with disagreements (lewidi)
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation da8cfb79-a5cd-45e1-a0d8-a100cde6c944 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Validating LLM-as-a-judge systems under rating indeterminacy
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d6cbee0-353b-4378-805b-420a9de5904b · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human HealthBench: Evaluating Large Language Models Towards Improved Human Health
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 00618c0c-da3b-4c2f-acc3-6336ab8c7115 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human HeartBench: Probing core dimensions of anthropomorphic intelligence in llms.arXiv preprint arXiv:2512.21849, 2025
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation abf7ad78-48aa-4d2a-80d0-6b80d6de739b · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Multi-bench: A multi-turn interactive benchmark for assessing emotional intelligence ability of spoken dialogue models
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3736ca13-2752-4d55-abd6-cd3252c53e3d · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Skywork-Reward-V2: Scaling preference data curation via human-AI synergy
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c1fe6b2-b699-4443-ac98-c76f40da6bc4 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 729649ca-736a-4bf2-bed1-c538eb21304d · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human RM-R1: Reward modeling as reasoning
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c9ced56-ab7c-4d85-bf30-dc7c805662d0 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Livebench: A challenging, contamination-limited LLM benchmark
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db69a882-4b21-476a-945c-0ea4d33c2a0b · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Livecodebench: Holistic and contamination free evaluation of large language models for code
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4f7414c-1378-4091-be51-4e20ac278e05 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Benchmark self-evolving: A multi-agent framework for dynamic LLM evaluation
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5699056-e998-4346-9c0c-fe3165cd042f · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Fung, Kun Wang, Linfeng Zhang, and Jing Shao
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6792340-f7d2-4752-8eb5-e6b45ea5825d · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Judging LLM-as-a-Judge with MT-Bench and chatbot arena
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94bcfd35-23ec-47f1-a1ac-ff19f600433d · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Gonzalez, and Ion Stoica
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40278fee-525d-4fbd-bb8a-18b19f689b16 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human WildBench: Benchmarking LLMs with challenging tasks from real users in the wild
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdff6030-904b-4253-986d-2d8b8d33c3da · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Inverse constitutional AI: Compressing preferences into principles
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efe97fb6-ade9-4c95-a3b1-042428b54510 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Online rubrics elicitation from pairwise comparisons
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation efc0b0ba-ab85-4470-b6e1-1b82c9b03732 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human arXiv preprint arXiv:2602.01511 , year=
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3c76e661-7024-4f5c-a0e9-a0d703539f81 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fe72e9a1-22b6-4c34-905f-5250e15ba952 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Learning to judge: LLMs designing and applying evaluation rubrics
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 387b202b-22ca-419a-bb0a-111d8c231ad7 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Benchmarking large language models under data contamination: A survey from static to dynamic evaluation
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf3b615f-bf02-4867-b3ea-d42b03816d62 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human In: Christodoulopoulos, C., Chakraborty, T., Rose, C., Peng, V
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 43f9b0bb-704a-4694-baa0-552a3d6c40a5 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human DyVal: Dy- namic evaluation of large language models for reasoning tasks
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1928993e-a767-4ddf-bf19-9fefd2d142e7 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Chiu, Avinash Thangali, Zijie Pan, Shivani Shekhar, Yirou Ge, Yixi Li, Uma Kona, Linsey Pang, and Prakhar Mehrotra
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 282db915-d95a-4145-b519-02b43352dc8f · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Learning beyond gradients
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6381ffcb-ce0d-478b-b507-9bc5e1fe5474 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Self-refine: Iterative refinement with self-feedback
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 801d4e97-705e-45e1-ad5b-f0d718b8be59 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Large language models are human-level prompt engineers
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c279b7cb-96cf-46c8-bce2-4caffd8f5673 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Automatic
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 96b83854-ee63-4a9b-a59e-60a10d4a1e1a · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Optimizing generative ai by backpropagating language model feedback.Nature, 639: 609–616, 2025
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d01137d4-e996-4c76-be93-792fb5f66eb3 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Zamfirescu-Pereira, Bjoern Hartmann, Aditya Parameswaran, and Ian Arawjo
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8518202e-b9a7-4ae9-95c5-568626bddc04 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Shen, Xinchi Qiu, Chenxi Whitehouse, Lisa Alazraki, Shashwat Goel, Francesco Barbieri, Timon Willi, Akhil Mathur, and Ilias Leontiadis
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 555129db-f72d-4879-a376-b590cd1d5021 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Uma, Tommaso Fornaciari, Dirk Hovy, Silviu Paun, Barbara Plank, and Massimo Poesio
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0546bdb2-3d20-437e-99f9-71d4bf81bbb3 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Uma, Tommaso Fornaciari, Dirk Hovy, Silviu Paun, Barbara Plank, and Massimo Poesio
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 97758661-b303-4b84-8ba4-443a1f332e98 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Gemini 3 Pro: Model card.https://deepmind.google/models/model-cards/ gemini-3-pro/, May 2026
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 902b1408-9020-4141-876f-c2b5d6375553 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Claude Opus 4.7 system card
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1613dc83-fa67-4f49-91ef-a6d485b57073 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Qwen3 Technical Report
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 49991501-7b7b-4da6-a42e-999990ff9201 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Introducing claude opus 4.6, February 2026
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 913f4177-f85c-4c8b-9d10-8b8d5e7e8877 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Auto-rubric: Learning from implicit weights to explicit rubrics for reward modeling, 2026
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f656384a-74ae-4e62-b68d-352672dc0312 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human arXiv preprint arXiv:2510.07743 , year=
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e67ab9f5-04e7-4c29-b868-c0d82b7d238c · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Popa, and Ion Stoica
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 028deff5-2483-4784-a0ce-3ad93c07dbed · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human URLhttps://openreview.net/forum?id=G0dksFayVq
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e026a991-c67c-4a39-9e28-563816ea8ef5 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Let’s verify step by step
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe783d9a-da6b-4fcf-ac22-8356d1db08b8 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Solving math word problems with process- and outcome-based feedback
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2901730d-b3e5-4477-a3da-2e22207d732f · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 18c32e29-07e7-4b4c-8cd8-7cbd01e2034a · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Unresolved cited work
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd8bd577-31df-4c79-98fe-ed5bb16adf04 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Unresolved cited work
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68eed104-adda-4069-ac36-80376ffe05ab · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human I went through something similar last year
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e726f204-9428-416c-a8be-24ca4941a573 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Unresolved cited work
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 140232de-29e4-4ea0-970c-ff1798e8efd6 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Unresolved cited work
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0860c4a1-13ec-403c-b912-dd5792cdf739 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Unresolved cited work
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efec031a-5bc1-4ba8-85d0-364bf7e170d4 · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Unresolved cited work
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ffac7b0-9585-46b0-bec6-bd6bb38a8c2e · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Unresolved cited work
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f5ed012-27d9-42ce-9ef1-d717156583bf · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Unresolved cited work
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6487cae4-6055-4bab-98b5-d004fbe9555f · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human Unresolved cited work
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9d08653-fca2-4353-94a0-2c696610eb9a · outbound
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human A.3.2 OpenJudge Rubric OpenJudge produces 5 thematic categories, each with 6–7 evaluation tips: Category 1: Factual Accuracy, Logical Consistency, and Computational Correctness
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.