Sounds like the battery post may have been damaged.
Loosen the clamp right off, and use fine file, or course sand paper to smooth the terminal.
Be careful not to short it out!
Then put the clamp back on and tighten it, but do not over tighten it.
You shouldn't gave to tighten it beyond half way. If you do, then its the wrong size clamp.