Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity
As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2410.03953.
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 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:03:44.340408Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T05:27:56.506153Z
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 32e47039-d826-45f2-abac-3e0f830aa992 · inbound
Enhancing Annotated Bibliography Generation with LLM Ensembles cites this paper.
Enhancing Annotated Bibliography Generation with LLM Ensembles LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T23:11:29.478195Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbbdeb9b-cc4b-452e-8277-2f6c7195ad20 · inbound
DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing cites this paper.
DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:03:44.340408Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27b31bab-f56f-4d77-a145-824554729d9c · inbound
Federated In-Context Learning: Iterative Refinement for Improved Answer Quality cites this paper.
Federated In-Context Learning: Iterative Refinement for Improved Answer Quality LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:42:38.746830Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40175e95-6296-4094-95e5-4c8f9d32365e · inbound
Correlated Errors in Large Language Models cites this paper.
Correlated Errors in Large Language Models LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity
Reference 33
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T05:27:56.510635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3e955bdc-8796-468f-9f27-7067d7ab20e1 · inbound
Are Diversity Metrics Measuring Diversity? A Capability-Controlled Audit of Majority-Vote Gain in LLM Ensembles cites this paper.
Are Diversity Metrics Measuring Diversity? A Capability-Controlled Audit of Majority-Vote Gain in LLM Ensembles LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T09:29:45.829994Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 126ef2f8-33b5-4d09-aa76-2b40fab99027 · inbound
Opti-Q: A Constraint-Based Optimization Framework for Multi-LLM Question Planning cites this paper.
Opti-Q: A Constraint-Based Optimization Framework for Multi-LLM Question Planning LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:30.495871Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.