It depends. If you paid for short term disability out of your paycheck, it would not be taxable to you. If your employer paid, it would be taxable to you. You may have each paid part. See Are Short-Term Disability Claim Payments Considered Earnings.
From the IRS:
Life Insurance & Disability Insurance Proceeds
Other Sickness and Injury Benefits,
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