Feng

Revise academic papers around their strongest supported contribution. Helps organize abstracts, introductions, conclusions, and experiments, remove unnecessary self-undermining language, and narrow claims to match the evidence so readers can clearly understand the work's value.

• Revise abstracts and introductions around the main contribution
• Shorten papers while preserving the central argument
• Organize experiments by what each one demonstrates

Revise academic papers around their strongest supported contribution. Helps organize abstracts, introductions, conclusions, and experiments, remove unnecessary self-undermining language, and narrow claims to match the evidence so readers can clearly understand the work's value.

• Revise abstracts and introductions around the main contribution
• Shorten papers while preserving the central argument
• Organize experiments by what each one demonstrates

Help authors learn from exemplary ICLR, ICML, and NeurIPS papers through source-linked manuscript comparisons, concrete writing and experiment suggestions, and guided reflection. Use for research storytelling, contribution framing, paper comparison, figure planning, or research retrospectives. Not an acceptance predictor or a routine grammar/citation formatter.

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