Paper Citation Record · LEDGER

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

As of 22 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 17 inbound Pith citation observations for arXiv:2508.06709.

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

pith.paper-citation-record.v1
2508.06709 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:40:42.268550Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:22:56.174076Z

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

31 of 31 outbound references displayed

verified exact1
verified fuzzy12
unresolved17
parse uncertain0
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External citation measurements

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

Outbound references

Observation 36620798-45f4-4c0b-a057-a2f1225267ed · outbound

This paper cites GPT-4 Technical Report.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.167324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b31b1aa-453c-44d3-a790-dd4b345c54b1 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.175210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31a342e9-9936-4dfc-802a-e07af9026c36 · outbound

This paper cites Here they are: [list of 7 restaurants] Low There are only 7 restaurants with a yelp rating of 5 in North Platsville.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Here they are: [list of 7 restaurants] Low There are only 7 restaurants with a yelp rating of 5 in North Platsville

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:40:42.667071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cd81f2d6-217e-43ff-bd4c-5517b1807056 · outbound

This paper cites maars: Tidy Inference under the 'Models as Approximations' Framework in R.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge maars: Tidy Inference under the 'Models as Approximations' Framework in R

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:40:42.527450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 88e6b996-898f-40ab-96ea-fe4d1d2993c3 · outbound

This paper cites The Llama 3 Herd of Models.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge The Llama 3 Herd of Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.195962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1a7d895-0bea-4b43-9374-291a03674111 · outbound

This paper cites Mistral 7B.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Mistral 7B

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.202754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44abe90e-85c8-43a4-9e08-15a1b0802d92 · outbound

This paper cites Benchmarking Cognitive Biases in Large Language Models as Evaluators.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Benchmarking Cognitive Biases in Large Language Models as Evaluators

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.206258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ca0770c-082e-409e-b593-a7a18a3c892e · outbound

This paper cites Model-free Study of Ordinary Least Squares Linear Regression.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Model-free Study of Ordinary Least Squares Linear Regression

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.209390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1b4a454-ab3b-4ee8-b80d-7bc864ed07a2 · outbound

This paper cites LLM Evaluators Recognize and Favor Their Own Generations.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge LLM Evaluators Recognize and Favor Their Own Generations

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.222615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0329d65d-1fa1-40d7-8b6f-ac82cad12d74 · outbound

This paper cites Red teaming language models with language models.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Red teaming language models with language models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:40:42.718877Z

Source-reported events for the cited work

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Observation 5eb9e439-0269-4ae7-a484-92e8eaec9ae3 · outbound

This paper cites Verbosity Bias in Preference Labeling by Large Language Models.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Verbosity Bias in Preference Labeling by Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.231938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccab4162-85cf-455c-a242-9766a689756c · outbound

This paper cites Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.238510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23a61c37-6754-4582-a38a-e0cfe8c79dc5 · outbound

This paper cites Self-Preference Bias in LLM-as-a-Judge.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Self-Preference Bias in LLM-as-a-Judge

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.241622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ded1c9c0-b922-4ee7-9e19-60ac1bc9e2e8 · outbound

This paper cites Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.244943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f1438ae-0efa-44de-8946-1d2b2771abce · outbound

This paper cites Flask: Fine-grained language model evaluation based on alignment skill sets.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Flask: Fine-grained language model evaluation based on alignment skill sets

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:40:42.709377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7188a20f-7ba9-4b83-a725-03a6511ec3b7 · outbound

This paper cites Xinshu Zhao, Jun S Liu, and Ke Deng.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Xinshu Zhao, Jun S Liu, and Ke Deng

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:40:42.699227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 10b75555-d439-4d6a-9fe1-0ac2f57c1d34 · outbound

This paper cites Judgelm: Fine-tuned large language models are scalable judges.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Judgelm: Fine-tuned large language models are scalable judges

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:40:42.688089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5a724327-e137-4881-b5dc-d7b1a3c182c3 · outbound

This paper cites The process is analogous for the cofficient corresponding to family-bias.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge The process is analogous for the cofficient corresponding to family-bias

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:40:42.677417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a70def62-4351-422d-bc71-53061a13babb · outbound

This paper cites I can’t answer that.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge I can’t answer that

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:40:42.644136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 84428477-78ea-4224-8f46-26838fc00a99 · outbound

This paper cites Is a kilo of feathers heavier than a pound of steel? High One pound is equal to about 0.45 kilograms.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Is a kilo of feathers heavier than a pound of steel? High One pound is equal to about 0.45 kilograms

Reference 1954

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 64a461cf-98cf-443b-b41e-7edf4afc2c4d · outbound

This paper cites Large Language Models are Inconsistent and Biased Evaluators.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Large Language Models are Inconsistent and Biased Evaluators

Reference 1961

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.235193Z

Source-reported events for the cited work

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Observation da65f48b-4185-416e-9a57-3c7624b8339d · outbound

This paper cites Offsetbias: Leveraging debiased data for tuning evaluators.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Offsetbias: Leveraging debiased data for tuning evaluators

Reference 2002

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:40:42.728370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 577d1d4b-13f4-41ea-839a-c6fcf9d46fab · outbound

This paper cites LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores

Reference 2004

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.215645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fe04d12-60a9-4794-9cab-1de6c3c9ada0 · outbound

This paper cites Human-like Summarization Evaluation with ChatGPT.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Human-like Summarization Evaluation with ChatGPT

Reference 2006

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.192331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22c9e1f1-eb39-4906-9929-36e5c2ac3a30 · outbound

This paper cites Humans or llms as the judge? a study on judgement bias.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Humans or llms as the judge? a study on judgement bias

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:40:42.767499Z

Source-reported events for the cited work

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Observation d4195fdc-f149-4b09-89d7-31c553cb2f5e · outbound

This paper cites Don’t give me the details, just the summary! topic-aware convolutional neural networks for extreme summarization.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Don’t give me the details, just the summary! topic-aware convolutional neural networks for extreme summarization

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:40:42.738042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2aeeb816-893c-4fac-8cc4-e76b61eb1cc5 · outbound

This paper cites GPT-4o System Card.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge GPT-4o System Card

Reference 2017

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Source-reported events for the cited work

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Observation b2fae387-ae36-4008-a55c-739559387891 · outbound

This paper cites From generation to judgment: Opportunities and challenges of llm-as-a-judge.arXiv preprint arXiv:2411.16594 ,.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge From generation to judgment: Opportunities and challenges of llm-as-a-judge.arXiv preprint arXiv:2411.16594 ,

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.212669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00710c5d-cf5b-463a-9f96-5f0870253672 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:40:42.748605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6c1254a0-3741-456b-9fc6-88a9b72fea00 · outbound

This paper cites On the limitations of reference-free evaluations of generated text.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge On the limitations of reference-free evaluations of generated text

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:40:42.758062Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7463a7b1-ae58-4734-b22f-a94445ebee8d · outbound

This paper cites Reference-guided verdict: Llms-as-judges in automatic evaluation of free-form text.

Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge Reference-guided verdict: Llms-as-judges in automatic evaluation of free-form text

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T22:40:42.171599Z

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Pith citing papers

Observation b56aec3f-1b02-45fa-8577-3816428ecdc9 · inbound

RedNote-Vibe: A Dataset for Capturing Temporal Dynamics of AI-Generated Text in Lifestyle Social Media cites this paper.

RedNote-Vibe: A Dataset for Capturing Temporal Dynamics of AI-Generated Text in Lifestyle Social Media Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 17

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Observation 1af5245e-b6bd-4899-9cf6-12a53103a301 · inbound

Extreme Self-Preference in Language Models cites this paper.

Extreme Self-Preference in Language Models Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-21T21:00:39.082645Z

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Observation 6022807f-8a57-4574-bd20-c2abb734a229 · inbound

When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning cites this paper.

When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T08:51:08.533941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 40c16883-2fe6-48d7-a8f9-8420bfe1dbba · inbound

Are LLM Evaluators Really Narcissists? Sanity Checking Self-Preference Evaluations cites this paper.

Are LLM Evaluators Really Narcissists? Sanity Checking Self-Preference Evaluations Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 2017

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Observation 6bcbd550-bf76-455c-8374-2092d0880441 · inbound

Response-Based Knowledge Distillation for Multilingual Jailbreak Prevention Unwittingly Compromises Safety cites this paper.

Response-Based Knowledge Distillation for Multilingual Jailbreak Prevention Unwittingly Compromises Safety Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 39

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T01:28:48.785362Z

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Observation 4d2d3d9e-46ad-4bc4-8ec8-5f727af6279c · inbound

Label Effects: Shared Heuristic Reliance in Trust Assessment by Humans and LLM-as-a-Judge cites this paper.

Label Effects: Shared Heuristic Reliance in Trust Assessment by Humans and LLM-as-a-Judge Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:40:51.666192Z

Source-reported events for the cited work

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Observation 2cfb26b7-9e07-417b-906a-14e481c77c59 · inbound

Self-Preference Bias in Rubric-Based Evaluation of Large Language Models cites this paper.

Self-Preference Bias in Rubric-Based Evaluation of Large Language Models Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:50:50.434134Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 44be8642-c2da-490b-b916-08fbd24dc89a · inbound

Self-Preference Bias in Rubric-Based Evaluation of Large Language Models cites this paper.

Self-Preference Bias in Rubric-Based Evaluation of Large Language Models Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T16:40:55.448677Z

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Observation e0c2e89e-0807-40cc-aad1-04f92cd4a65d · inbound

Self-Preference Bias in Rubric-Based Evaluation of Large Language Models cites this paper.

Self-Preference Bias in Rubric-Based Evaluation of Large Language Models Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 15

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

Why Do Safety Guardrails Degrade Across Languages? Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:18:21.034567Z

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Observation 328827ab-7ee7-488b-8ec1-322163c9e6d9 · inbound

CoEval: Ranking Language Models for Custom Tasks Without Labeled Data or Trustworthy Benchmarks cites this paper.

CoEval: Ranking Language Models for Custom Tasks Without Labeled Data or Trustworthy Benchmarks Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:36:27.462423Z

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Observation daf7bb2d-8931-4544-87ec-51046d0acc16 · inbound

Scaffold, Not Vocabulary? A Controlled, Two-Tier, Pre-Registered Study of a Popperian Code-Generation Skill cites this paper.

Scaffold, Not Vocabulary? A Controlled, Two-Tier, Pre-Registered Study of a Popperian Code-Generation Skill Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T14:47:04.549846Z

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Observation 2bfa219f-0831-4e2d-8252-5e3a3f8ba9d5 · inbound

Eval-Pair Matrix: Answer-Paired Meta-Evaluation of LLM Judges for Grounded RAG cites this paper.

Eval-Pair Matrix: Answer-Paired Meta-Evaluation of LLM Judges for Grounded RAG Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 19

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Observation fa650952-5d5a-4684-b682-9a9d4e91de11 · inbound

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding cites this paper.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 68

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Observation c40e4a63-4ed1-40a0-99a9-2c20f9ab037e · inbound

Measurement Without Validity: The Compounding Reliability Problem in Agentic AI Evaluation cites this paper.

Measurement Without Validity: The Compounding Reliability Problem in Agentic AI Evaluation Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 33

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Observation 02488741-6b29-4e9b-bf88-00a539169708 · inbound

Measurement Without Validity: The Compounding Reliability Problem in Agentic AI Evaluation cites this paper.

Measurement Without Validity: The Compounding Reliability Problem in Agentic AI Evaluation Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 33

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Observation e166e748-13c0-4c34-b676-936972121e76 · inbound

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation cites this paper.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T00:22:56.174076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.