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PENSION PLAN AND OTHER BENEFIT PLANS - Additional Information (Details) - USD ($)
$ in Thousands
12 Months Ended
Jan. 01, 2019
Oct. 20, 2016
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
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]          
Total expense     $ 1,300 $ 1,200 $ 1,160
Chemung common stock included in defined contribution plan assets (in shares)     155,696 148,716 155,336
Defined Contribution Supplemental Executive Retirement Plan          
Defined Benefit Plan Disclosure [Line Items]          
Total expense     $ 400 $ 300 $ 300
Balance in the plan     1,600 1,200  
Pension Plan          
Defined Benefit Plan Disclosure [Line Items]          
Lump sum settlement payments to employee     0 3,288  
Settlement charge     0 $ 828 $ 0
Other comprehensive income, defined benefit plans, increase (decrease) in net unamortized gain loss arising during period net of tax     $ 300    
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%    
Average total life expectancy of participants 24 years 6 months 16 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     $ 74    
Average future working lifetime of active participants     5 years    
Executive Supplemental 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%    
Average total life expectancy of participants 12 years 8 months 24 days        
Defined benefit plan, increase(decrease) in total unrecognized net loss     $ 109