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PENSION PLAN AND OTHER BENEFIT PLANS - Additional Information (Details) - USD ($)
$ in Thousands
10 Months Ended 12 Months Ended
Jan. 01, 2018
Jan. 01, 2016
Oct. 19, 2016
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Defined Benefit Plan Disclosure [Line Items]            
Hours requirement to be eligible     1000 hours      
Defined Contribution Profit Sharing, Savings and Investment Plan            
Defined Benefit Plan Disclosure [Line Items]            
Defined contribution plan, employer non-discretionary contribution amount       3.00%    
Defined contribution plan, employer matching contribution, percent of employees' gross pay       6.00%    
Chemung common stock included in defined contribution plan assets (in shares)       155,336 174,957 169,398
Total expense       $ 1,160 $ 609 $ 639
Defined Contribution Supplemental Executive Retirement Plan            
Defined Benefit Plan Disclosure [Line Items]            
Balance in the plan       872 1,043  
Total expense       $ 279 $ 262 $ 231
Pension Plan            
Defined Benefit Plan Disclosure [Line Items]            
Total unrecognized net loss increased percentage of obligation amortization threshold       10.00%    
Total unrecognized net loss increased(decreased) percentage of plan assets threshold       10.00%    
Other comprehensive income, defined benefit plans, increase (decrease) in net unamortized gain loss arising during period net of tax       $ 1,400    
Average total life expectancy of participants   27 years 9 months 15 days        
Other Postretirement Benefit Plan            
Defined Benefit Plan Disclosure [Line Items]            
Other comprehensive income, defined benefit plans, increase (decrease) in net unamortized gain loss arising during period net of tax       $ 45    
Average future working lifetime of active participants       5 years    
Executive Supplemental Pension Plan            
Defined Benefit Plan Disclosure [Line Items]            
Defined benefit plan, increase(decrease) in total unrecognized net loss       $ 64    
Total unrecognized net loss increased percentage of obligation amortization threshold       10.00%    
Total unrecognized net loss increased(decreased) percentage of plan assets threshold       10.00%    
Scenario, Forecast | Executive Supplemental Pension Plan            
Defined Benefit Plan Disclosure [Line Items]            
Average total life expectancy of participants 14 years 2 months 13 days