FramingQA: Does the Question Shape the Answer? Measuring the Compositional Framing Effect

arXiv:2609.07448 · cs.CL · Submitted 2026-09-07 · Read on arXiv

cs.CL

Submitted: 2026-09-07

Updated: 2026-10-04

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Accuracy — 44× in this paper · explained in 1 episode
• Benchmark — 16× in this paper · explained in 2 episodes
• Robustness — 7× in this paper · explained in 5 episodes
• Consistency — 5× in this paper · explained in 3 episodes
• Generalization — 3× in this paper · explained in 13 episodes
• Sycophancy — 3× in this paper · explained in 4 episodes
• Large Language Models (LLMs) — 2× in this paper · explained in 6 episodes
• Abstraction — 1× in this paper · explained in 1 episode
• Adam — 1× in this paper · explained in 2 episodes
• Benchmarking — 1× in this paper · explained in 3 episodes
• Core — 1× in this paper · explained in 2 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• Semantic Understanding — 1× in this paper · explained in 2 episodes
• Transformer — 1× in this paper · explained in 2 episodes

Sources

• Prompt Sentiment: The Catalyst for LLM Change
• Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction

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