Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Jointly Reinforcing Diversity and Quality in Language Model Generations
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 28 inbound Pith citation observations for arXiv:2509.02534.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T00:52:47.153167Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T21:00:08.446955Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 2c1a1a68-f682-4f72-ab3e-c7d1d3067f65 · inbound
Outcome-based Exploration for LLM Reasoning cites this paper.
Outcome-based Exploration for LLM Reasoning Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T22:59:14.516795Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c9d354d-9438-4e69-ac92-8514bfa5a166 · inbound
A Survey of Reinforcement Learning for Large Reasoning Models cites this paper.
A Survey of Reinforcement Learning for Large Reasoning Models Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 282
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T00:02:24.741526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6ec81ccd-1a6d-4a95-94e9-cdf8cca9bd45 · inbound
Task-Dependent Evaluation of LLM Output Homogenization: A Taxonomy-Guided Framework cites this paper.
Task-Dependent Evaluation of LLM Output Homogenization: A Taxonomy-Guided Framework Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:36:25.011374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d0ae5256-a762-42b8-908d-a7886cedb03b · inbound
Polychromic Objectives for Reinforcement Learning cites this paper.
Polychromic Objectives for Reinforcement Learning Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T11:56:20.020157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 65341c38-834d-40f2-af35-ac56ad9d22fb · inbound
Representation-Based Exploration for Language Models: From Test-Time to Post-Training cites this paper.
Representation-Based Exploration for Language Models: From Test-Time to Post-Training Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T10:09:02.784967Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6666164-4599-4ab3-9a89-f967167c1b11 · inbound
Optimizing Diversity and Quality through Base-Aligned Model Collaboration cites this paper.
Optimizing Diversity and Quality through Base-Aligned Model Collaboration Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T23:32:54.723467Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 896ca766-b1b1-4f13-9289-8c9efdbe432b · inbound
VOYAGER: A Training Free Approach for Generating Diverse Datasets using LLMs cites this paper.
VOYAGER: A Training Free Approach for Generating Diverse Datasets using LLMs Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T22:31:19.138233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation da651ce3-f68d-40fd-9ddc-7c3d5f1cd224 · inbound
Vocabulary Dropout for Curriculum Diversity in LLM Co-Evolution cites this paper.
Vocabulary Dropout for Curriculum Diversity in LLM Co-Evolution Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T19:28:10.094759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 28e0f42f-f2e9-4dcf-b69b-042d76811b7b · inbound
Vocabulary Dropout for Curriculum Diversity in LLM Co-Evolution cites this paper.
Vocabulary Dropout for Curriculum Diversity in LLM Co-Evolution Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T16:52:27.782802Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d85fd09c-20f7-485f-9cac-9bb1d58d1c65 · inbound
Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data cites this paper.
Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 39
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T05:36:01.947611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 612aa4d4-c586-4d4d-8cf8-5068c75199ca · inbound
Ex Ante Evaluation of AI-Induced Idea Diversity Collapse cites this paper.
Ex Ante Evaluation of AI-Induced Idea Diversity Collapse Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T20:16:09.466150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cf08cd18-a316-4897-b0b2-8430a1291cd2 · inbound
Breaking $\textit{Winner-Takes-All}$: Cooperative Policy Optimization Improves Diverse LLM Reasoning cites this paper.
Breaking $\textit{Winner-Takes-All}$: Cooperative Policy Optimization Improves Diverse LLM Reasoning Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:07:09.130699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 72698e9c-aeeb-4466-9574-642f650d7f34 · inbound
Breaking $\textit{Winner-Takes-All}$: Cooperative Policy Optimization Improves Diverse LLM Reasoning cites this paper.
Breaking $\textit{Winner-Takes-All}$: Cooperative Policy Optimization Improves Diverse LLM Reasoning Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T22:49:10.604622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 15894360-a27a-4a05-b28b-472d67f53cca · inbound
Weak-to-Strong Elicitation via Mismatched Wrong Drafts cites this paper.
Weak-to-Strong Elicitation via Mismatched Wrong Drafts Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T14:33:21.355499Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3cf3dda4-60e3-4df8-81f0-b0ef0e37317f · inbound
Weak-to-Strong Elicitation via Mismatched Wrong Drafts cites this paper.
Weak-to-Strong Elicitation via Mismatched Wrong Drafts Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T19:45:01.300944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 46694769-7e5f-4653-8de0-3befa6f7c54a · inbound
Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning cites this paper.
Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T18:43:50.675745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c9ad50ca-f78f-4e37-93aa-d8f48db953a6 · inbound
Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning cites this paper.
Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T15:56:23.031807Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f194d0ca-825e-4046-9468-86dfb47678d5 · inbound
DEI: Diversity in Evolutionary Inference for Quality-Diversity Search cites this paper.
DEI: Diversity in Evolutionary Inference for Quality-Diversity Search Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T18:43:50.481352Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eed184b3-4317-4ac5-a57b-07e48e8baf58 · inbound
Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning cites this paper.
Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 12
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T02:26:26.270305Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 566591fd-f894-43e7-9ac0-cc2a9b78f151 · inbound
On Advantage Estimates for Max@K Policy Gradients cites this paper.
On Advantage Estimates for Max@K Policy Gradients Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T12:06:56.451211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3670faa7-ac27-4631-b212-00732dcaccf4 · inbound
OrderGrad: Optimizing Beyond the Mean with Order-Statistic Policy Gradient Estimation cites this paper.
OrderGrad: Optimizing Beyond the Mean with Order-Statistic Policy Gradient Estimation Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 53
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T12:16:56.970665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6805ecb0-bf8f-47bc-a768-415d5b40026e · inbound
Teacher-Free Self-Training Amplifies but Does Not Compound: A Pass@$K$ Crossover on a Free-Verifier Domain cites this paper.
Teacher-Free Self-Training Amplifies but Does Not Compound: A Pass@$K$ Crossover on a Free-Verifier Domain Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T16:47:09.146501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ea897559-3dcd-4a69-8fa7-99089ab3a7ce · inbound
Reasoning or Memorization? Direction-Aware Diversity Exploration in LLM Reinforcement Learning cites this paper.
Reasoning or Memorization? Direction-Aware Diversity Exploration in LLM Reinforcement Learning Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 11
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T04:47:38.182193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e20bb264-d25d-4544-b387-b6cfc569cf3c · inbound
On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity cites this paper.
On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 19
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T21:00:08.450601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c72d8999-34a7-4bdd-afce-9b19c257c954 · inbound
Decomposer: Learning to Decompile Symbolic Music to Programs cites this paper.
Decomposer: Learning to Decompile Symbolic Music to Programs Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T17:58:46.838735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0f44fba6-c473-437f-9b6f-25c2c03e8c57 · inbound
The One-Word Census: Answer-Choice Conformity Across 44 Language Models cites this paper.
The One-Word Census: Answer-Choice Conformity Across 44 Language Models Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T06:23:47.839824Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 096ae7fa-3420-4382-aa65-f5575fbcf5b0 · inbound
When Correct Solutions Repeat: Rarity-Aware Credit Redistribution for GRPO cites this paper.
When Correct Solutions Repeat: Rarity-Aware Credit Redistribution for GRPO Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:43:16.055506Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14741cdb-ebe5-4946-8e2a-c9f1ee7b1038 · inbound
When Correct Solutions Repeat: Rarity-Aware Credit Redistribution for GRPO cites this paper.
When Correct Solutions Repeat: Rarity-Aware Credit Redistribution for GRPO Jointly Reinforcing Diversity and Quality in Language Model Generations
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T00:52:47.153167Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.