domains / families / research / mlsys-writing-style
mlsys-writing-style
separate
Use when revising an MLSys paper's prose and structure, building the measured-bottleneck opening, naming the mechanism instead of listing optimizations, writing evaluation sections as answers to research questions, quantifying every performance claim with workload context, and fitting the argument into the venue's 10-page two-column body.
When to use
- revising an MLSys paper's prose and structure
- building the measured-bottleneck opening
- naming the mechanism instead of listing optimizations
- writing evaluation sections as answers to research questions
- quantifying every performance claim with workload context
- fitting the argument into the venue's 10-page two-column body
- sentence-level rewrites for MLSys style
- compression into 10 two-column pages
When not to use
- ML-paper voice with contribution bullets
- tech-report voice with system tours
- listing optimizations without naming the mechanism
- results tours organized by dataset instead of by question
- naked speedups without workload context
- mutilating the bibliography to compress pages
Skill page
Source