Can I send in a long story?
Of course! One chapter at a time works out well.
For your own good, try to keep each submission to 5000 words or less. People are notoriously lazy at critiquing longer submissions.
Longer stories are more expensive to submit than shorter ones. Each 5000 words beyond the first 5 cost an additional credit.