I suggest that you also refer to
publication 15; Circular E. If the service recognizes an obvious change from last year to this year, you will eventually get busted and owe back taxes and penalties.
The circular E includes rules and regulations of Employer/Employee tax withholding. You can also refer to the Circular E withholding tables to calculate exactly what to claim to avoid refund or owing at the end of the filing year.
Here is an excerpt from the Circular E regarding exemptions
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Exemption from federal income tax withholding. Generally, an employee may claim exemption from federal income tax withholding because he or she had no income tax liability last year and expects none this year. See the Form W-4 instructions for more information. However, the wages are still subject to social security and Medicare taxes. See also Invalid Forms W-4 on page 18.
Invalid Forms W-4. Any unauthorized change or addition to Form W-4 makes it invalid. This includes taking out any language by which the employee certifies the form is correct. A Form W-4 is also invalid if, by the date an employee gives it to you, he or she indicates in any way it is false. An employee who submits a false Form W-4 may be subject to a $500 penalty. You may treat a Form W-4 as invalid if the employee wrote “exempt” on line 7 and also entered a number on line 5 or an amount on line 6. When you get an invalid Form W-4, do not use it to figure federal income tax withholding. Tell the employee it is invalid and ask for another one. If the employee does not give you a valid one, withhold taxes as if the employee was single and claiming no withholding allowances. However, if you have an earlier Form W-4 for this worker that is valid, withhold as you did before.