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    How language models frame answers to subjective, culturally situated questions

    A post announcing “Not What, But How,” a new EMNLP 2026 paper, argues that most benchmarks overlook framing features such as insider positioning.

    SP
    1 Source, 15d ago, first seen 15d ago

    TLDR

    A post announcing the EMNLP 2026 paper “Not What, But How: A Communicative Audit of LLM Response Framing” says people use large language models for subjective, culturally situated questions. It argues that most benchmarks ask whether an answer is correct while overlooking framing features such as insider positioning.

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    607

    1 Source, first seen 15d ago

    Combined views

    607

    1 Source, first seen 15d ago

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    1 Source

    @whoSiddheshpPeople use LLMs to answer subjective, culturally situated questions. Most benchmarks ask whether the answer is correct, but they overlook the framing features (eg, insider positioning) 📄 New #EMNLP'26 paper: "Not What, But How: A Communicative Audit of LLM Response Framing"

    1 Source

    @whoSiddheshpPeople use LLMs to answer subjective, culturally situated questions. Most benchmarks ask whether the answer is correct, but they overlook the framing features (eg, insider positioning) 📄 New #EMNLP'26 paper: "Not What, But How: A Communicative Audit of LLM Response Framing"