Am I More Pointwise or Pairwise? Revealing Position Bias in Rubric-Based LLM-as-a-Judge
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Yuzheng, Hirasawa, Tosho, Kozuno, Tadashi, Ushiku, Yoshitaka |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
WarrantScore: Modeling Warrants between Claims and Evidence for Substantiation Evaluation in Peer Reviews
by: Mori, Kiyotada, et al.
Published: (2026)
by: Mori, Kiyotada, et al.
Published: (2026)
MK2 at PBIG Competition: A Prompt Generation Solution
by: Xu, Yuzheng, et al.
Published: (2025)
by: Xu, Yuzheng, et al.
Published: (2025)
COM Kitchens: An Unedited Overhead-view Video Dataset as a Vision-Language Benchmark
by: Maeda, Koki, et al.
Published: (2024)
by: Maeda, Koki, et al.
Published: (2024)
SBS Figures: Pre-training Figure QA from Stage-by-Stage Synthesized Images
by: Shinoda, Risa, et al.
Published: (2024)
by: Shinoda, Risa, et al.
Published: (2024)
Where is the answer? Investigating Positional Bias in Language Model Knowledge Extraction
by: Saito, Kuniaki, et al.
Published: (2024)
by: Saito, Kuniaki, et al.
Published: (2024)
Pruning Multilingual Large Language Models for Multilingual Inference
by: Kim, Hwichan, et al.
Published: (2024)
by: Kim, Hwichan, et al.
Published: (2024)
Fairness or Fluency? An Investigation into Language Bias of Pairwise LLM-as-a-Judge
by: Zhou, Xiaolin, et al.
Published: (2026)
by: Zhou, Xiaolin, et al.
Published: (2026)
Self Iterative Label Refinement via Robust Unlabeled Learning
by: Asano, Hikaru, et al.
Published: (2025)
by: Asano, Hikaru, et al.
Published: (2025)
HalDec-Bench: Benchmarking Hallucination Detector in Image Captioning
by: Saito, Kuniaki, et al.
Published: (2026)
by: Saito, Kuniaki, et al.
Published: (2026)
HalDec-Bench: Benchmarking Hallucination Detector in Image Captioning
by: Saito, Kuniaki, et al.
Published: (2025)
by: Saito, Kuniaki, et al.
Published: (2025)
Assessing the Capabilities of LLMs in Humor:A Multi-dimensional Analysis of Oogiri Generation and Evaluation
by: Sakabe, Ritsu, et al.
Published: (2025)
by: Sakabe, Ritsu, et al.
Published: (2025)
SciPostGen: Bridging the Gap between Scientific Papers and Poster Layouts
by: Inadumi, Shun, et al.
Published: (2025)
by: Inadumi, Shun, et al.
Published: (2025)
Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge
by: Shi, Lin, et al.
Published: (2024)
by: Shi, Lin, et al.
Published: (2024)
Open Rubric System: Scaling Reinforcement Learning with Pairwise Adaptive Rubric
by: Jia, Ruipeng, et al.
Published: (2026)
by: Jia, Ruipeng, et al.
Published: (2026)
Where-to-Unmask: Ground-Truth-Guided Unmasking Order Learning for Masked Diffusion Language Models
by: Asano, Hikaru, et al.
Published: (2026)
by: Asano, Hikaru, et al.
Published: (2026)
RUBRIC-ARROW: Alternating Pointwise Rubric Reward Modeling for LLM Post-training in Non-verifiable Domains
by: Jiang, Haoxiang, et al.
Published: (2026)
by: Jiang, Haoxiang, et al.
Published: (2026)
Online Rubrics Elicitation from Pairwise Comparisons
by: Rezaei, MohammadHossein, et al.
Published: (2025)
by: Rezaei, MohammadHossein, et al.
Published: (2025)
The Silent Judge: Unacknowledged Shortcut Bias in LLM-as-a-Judge
by: Marioriyad, Arash, et al.
Published: (2025)
by: Marioriyad, Arash, et al.
Published: (2025)
Rubrics as an Attack Surface: Stealthy Preference Drift in LLM Judges
by: Ding, Ruomeng, et al.
Published: (2026)
by: Ding, Ruomeng, et al.
Published: (2026)
From Rubrics to Reliable Scores: Evidence-Grounded Text Evaluation with LLM Judges
by: Hong, Yihan, et al.
Published: (2026)
by: Hong, Yihan, et al.
Published: (2026)
Evaluating Scoring Bias in LLM-as-a-Judge
by: Li, Qingquan, et al.
Published: (2025)
by: Li, Qingquan, et al.
Published: (2025)
Self-Preference Bias in LLM-as-a-Judge
by: Wataoka, Koki, et al.
Published: (2024)
by: Wataoka, Koki, et al.
Published: (2024)
Toward Robust LLM-Based Judges: Taxonomic Bias Evaluation and Debiasing Optimization
by: Zhou, Hongli, et al.
Published: (2026)
by: Zhou, Hongli, et al.
Published: (2026)
CyclicJudge: Mitigating Judge Bias Efficiently in LLM-based Evaluation
by: Zhu, Ziyi, et al.
Published: (2026)
by: Zhu, Ziyi, et al.
Published: (2026)
OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and LLM Alignment
by: Liu, Tianci, et al.
Published: (2025)
by: Liu, Tianci, et al.
Published: (2025)
Learning to Judge: LLMs Designing and Applying Evaluation Rubrics
by: Siro, Clemencia, et al.
Published: (2026)
by: Siro, Clemencia, et al.
Published: (2026)
LLM Essay Scoring Under Holistic and Analytic Rubrics: Prompt Effects and Bias
by: Kucia, Filip J., et al.
Published: (2026)
by: Kucia, Filip J., et al.
Published: (2026)
More Thinking, More Bias: Length-Driven Position Bias in Reasoning Models
by: Wang, Xiao
Published: (2026)
by: Wang, Xiao
Published: (2026)
I Am Not Them: Fluid Identities and Persistent Out-group Bias in Large Language Models
by: Dong, Wenchao, et al.
Published: (2024)
by: Dong, Wenchao, et al.
Published: (2024)
Self-Preference Bias in Rubric-Based Evaluation of Large Language Models
by: Pombal, José, et al.
Published: (2026)
by: Pombal, José, et al.
Published: (2026)
Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge
by: Liu, Zhuo, et al.
Published: (2025)
by: Liu, Zhuo, et al.
Published: (2025)
Evaluating the Capability of Video Question Generation for Expert Knowledge Elicitation
by: Zhang, Huaying, et al.
Published: (2025)
by: Zhang, Huaying, et al.
Published: (2025)
I Am Aligned, But With Whom? MENA Values Benchmark for Evaluating Cultural Alignment and Multilingual Bias in LLMs
by: Zahraei, Pardis Sadat, et al.
Published: (2025)
by: Zahraei, Pardis Sadat, et al.
Published: (2025)
Faithful or Fabricated? A Causal Framework for Rationalization Bias in LLM Judges
by: Tapwal, Riya, et al.
Published: (2026)
by: Tapwal, Riya, et al.
Published: (2026)
AutoRubric: Rubric-Based Generative Rewards for Faithful Multimodal Reasoning
by: Jia, Mengzhao, et al.
Published: (2025)
by: Jia, Mengzhao, et al.
Published: (2025)
BiasScope: Towards Automated Detection of Bias in LLM-as-a-Judge Evaluation
by: Lai, Peng, et al.
Published: (2026)
by: Lai, Peng, et al.
Published: (2026)
Gained in Translation: Privileged Pairwise Judges Enhance Multilingual Reasoning
by: Sutawika, Lintang, et al.
Published: (2026)
by: Sutawika, Lintang, et al.
Published: (2026)
Contrastive Decoding Mitigates Score Range Bias in LLM-as-a-Judge
by: Fujinuma, Yoshinari
Published: (2025)
by: Fujinuma, Yoshinari
Published: (2025)
FairJudge: An Adaptive, Debiased, and Consistent LLM-as-a-Judge
by: Yang, Bo, et al.
Published: (2026)
by: Yang, Bo, et al.
Published: (2026)
Curing Miracle Steps in LLM Mathematical Reasoning with Rubric Rewards
by: Yuan, Youliang, et al.
Published: (2025)
by: Yuan, Youliang, et al.
Published: (2025)
Similar Items
-
WarrantScore: Modeling Warrants between Claims and Evidence for Substantiation Evaluation in Peer Reviews
by: Mori, Kiyotada, et al.
Published: (2026) -
MK2 at PBIG Competition: A Prompt Generation Solution
by: Xu, Yuzheng, et al.
Published: (2025) -
COM Kitchens: An Unedited Overhead-view Video Dataset as a Vision-Language Benchmark
by: Maeda, Koki, et al.
Published: (2024) -
SBS Figures: Pre-training Figure QA from Stage-by-Stage Synthesized Images
by: Shinoda, Risa, et al.
Published: (2024) -
Where is the answer? Investigating Positional Bias in Language Model Knowledge Extraction
by: Saito, Kuniaki, et al.
Published: (2024)