Paper Citation Record · LEDGER

Reliable and Efficient Amortized Model-based Evaluation

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2503.13335.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2503.13335 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:25:20.489045Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 452ada49-09c1-4ce3-b06b-6cce064e17b0 · inbound

Discovering Hierarchical Latent Capabilities of Language Models via Causal Representation Learning cites this paper.

Discovering Hierarchical Latent Capabilities of Language Models via Causal Representation Learning Reliable and Efficient Amortized Model-based Evaluation

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:07.776135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 123ed1fc-0488-4c1a-8f4c-b83a1ad1cf3b · inbound

InfoSynth: Information-Guided Benchmark Synthesis for LLMs cites this paper.

InfoSynth: Information-Guided Benchmark Synthesis for LLMs Reliable and Efficient Amortized Model-based Evaluation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T13:06:57.856178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff199c6f-5d59-4821-9ec8-c55a6d0806bb · inbound

Growing Pains: Extensible and Efficient LLM Benchmarking Via Fixed Parameter Calibration cites this paper.

Growing Pains: Extensible and Efficient LLM Benchmarking Via Fixed Parameter Calibration Reliable and Efficient Amortized Model-based Evaluation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:30:56.688972Z

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 e949c8f3-6019-4acd-a64d-8b4b1ff73301 · inbound

Beyond Fixed Benchmarks and Worst-Case Attacks: Dynamic Boundary Evaluation for Language Models cites this paper.

Beyond Fixed Benchmarks and Worst-Case Attacks: Dynamic Boundary Evaluation for Language Models Reliable and Efficient Amortized Model-based Evaluation

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:06:13.724900Z

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 8d35d747-d50d-4860-99d3-52de41a95583 · inbound

The Scaling Law of Evaluation Failure: Why Simple Averaging Collapses Under Data Sparsity and Item Difficulty Gaps, and How Item Response Theory Recovers Ground Truth Across Domains cites this paper.

The Scaling Law of Evaluation Failure: Why Simple Averaging Collapses Under Data Sparsity and Item Difficulty Gaps, and How Item Response Theory Recovers Ground Truth Across Domains Reliable and Efficient Amortized Model-based Evaluation

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-13T03:27:11.974945Z

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 ccc86c54-91d6-4185-aecb-5a96f61747c5 · inbound

Why Do Safety Guardrails Degrade Across Languages? cites this paper.

Why Do Safety Guardrails Degrade Across Languages? Reliable and Efficient Amortized Model-based Evaluation

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:18:21.009499Z

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 aab373cd-a3fb-461c-8e4f-c50299e694f7 · inbound

Consistent and Distinctive: LLM Benchmark Efficiency via Maximum Independent Set Prompt Selection on Similarity Graphs cites this paper.

Consistent and Distinctive: LLM Benchmark Efficiency via Maximum Independent Set Prompt Selection on Similarity Graphs Reliable and Efficient Amortized Model-based Evaluation

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-28T17:02:24.488714Z

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 c5602747-8671-4482-a04c-2918870c59a1 · inbound

Item Response Scaling Laws: A Measurement Theory Approach for Efficient and Generalizable Neural Scaling Estimation cites this paper.

Item Response Scaling Laws: A Measurement Theory Approach for Efficient and Generalizable Neural Scaling Estimation Reliable and Efficient Amortized Model-based Evaluation

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T22:52:45.581767Z

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 b0c6ada1-9fca-40a1-a1b4-fd6788ff57d5 · inbound

Quality Is Not a Safety Proxy Under Quantization cites this paper.

Quality Is Not a Safety Proxy Under Quantization Reliable and Efficient Amortized Model-based Evaluation

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T00:17:28.801657Z

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 d29531ce-7ac1-46b6-a23c-b8958c44ebc0 · inbound

Deployment-Centered Evaluation: Predicting Query-Level Rejection Risk in a Clinical LLM System cites this paper.

Deployment-Centered Evaluation: Predicting Query-Level Rejection Risk in a Clinical LLM System Reliable and Efficient Amortized Model-based Evaluation

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T11:08:02.939951Z

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 618edcba-5273-4c5c-8479-fb1202fd34fa · inbound

Latent Confidence Alignment for LLM Self-Assessment cites this paper.

Latent Confidence Alignment for LLM Self-Assessment Reliable and Efficient Amortized Model-based Evaluation

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:39:41.803677Z

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 cb45e7f5-9e5b-424d-850a-9034ff343979 · inbound

AGC-Bench: Measuring Artificial General Creativity cites this paper.

AGC-Bench: Measuring Artificial General Creativity Reliable and Efficient Amortized Model-based Evaluation

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T12:36:56.081775Z

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 b62cba37-d19f-4991-a136-d986ec6f2d61 · inbound

AGC-Bench: Measuring Artificial General Creativity cites this paper.

AGC-Bench: Measuring Artificial General Creativity Reliable and Efficient Amortized Model-based Evaluation

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T21:28:58.077740Z

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 16b42bd2-0ff4-4ff3-a43f-fda7207f427b · inbound

Predicting Task Difficulty Without Rollouts cites this paper.

Predicting Task Difficulty Without Rollouts Reliable and Efficient Amortized Model-based Evaluation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T23:25:20.489045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.