JevOut: Natural Context Can Flip Decision Models
cs.CL
Submitted: 2026-09-24
Updated: 2026-10-08
Code: https://github.com/xzx34/JevOut
Project page: https://xzx34.github.io/jevout
Terminology
Sources
- Gemma 4 Technical Report
- LoRA: Low-Rank Adaptation of Large Language Models
- SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
- Qwen3 Technical Report
- Type-Safe Is Not Error-Free: A Constrained Decision Head Follows the Option Name, Not the Rubric Bound to It
- MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark
- SATA-BENCH: Select All That Apply Benchmark for Multiple Choice Questions
- Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge
- Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
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