| Similarity | Rank | |
|---|---|---|
| buy_out | 0.682 | 49858 |
| takeover | 0.609 | 23583 |
| merger | 0.595 | 7336 |
| restructuring | 0.591 | 15090 |
| private_equity_firm | 0.581 | 83478 |
| layoff | 0.565 | 17906 |
| acquisition | 0.562 | 3765 |
| deal | 0.558 | 1317 |
| takeover_of | 0.557 | 43476 |
| IPO | 0.554 | 22624 |
| repurchase | 0.553 | 80325 |
| liquidation | 0.537 | 40988 |
| a_deal | 0.532 | 7710 |
| bankruptcy | 0.521 | 11663 |
| file_for_bankruptcy | 0.516 | 78968 |
| job_cut | 0.516 | 97582 |
| go_public | 0.514 | 41847 |
| acquisition_of | 0.512 | 15178 |
| private_equity | 0.512 | 35119 |
| lay_off | 0.511 | 47733 |
| parent_company | 0.509 | 28262 |
| merger_with | 0.509 | 94910 |
| hedge_fund | 0.505 | 18837 |
| shareholder | 0.505 | 5352 |
| new_contract | 0.503 | 44093 |