emnlp-writing-style

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SKILL.md

EMNLP Writing Style

Use this during revision. EMNLP's house voice is that of a careful experimentalist: the paper reports what was measured, in prose that never outruns the tables. The most common style failure at this venue is not bad English — it is claim inflation, where the abstract promises "understanding" and the evidence delivers accuracy on four datasets.

The scoping discipline

Every empirical claim carries an implicit quantifier, and EMNLP reviewers expand it:

Draft sentence What a reviewer hears Scoped rewrite
"LLMs cannot track negation" All LLMs, all negation, all languages "The three 7-13B models we test fail on double negation in English and German (Table 4)"
"Our method improves summarization" Everywhere, always "…improves faithfulness on news summarization in two of three datasets; gains do not transfer to dialogue (§6.3)"
"This is a multilingual benchmark" Typologically broad "…covering five Indo-European languages; we discuss this limit in §Limitations"
"significantly better" A statistical test exists "+1.8 F1, paired bootstrap p<0.01 over 5 seeds" — or delete "significantly"
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