| Chair | Graeme Hirst | University of Toronto | 2004-2005 |
| Secretary | Lillian Lee | Cornell University | 2004-2005 |
| Treasurer | Dragomir Radev | University of Michigan | 2004-2005 |
| Past Chair | Diane Litman | University of Pittsburgh | 2004-2005 |
| Board Member | Dekang Lin | University of Alberta | 2003-2004 |
| Board Member | Robert Frederking | Carnegie Mellon University | 2004 |
| Board Member | Ellen Riloff | University of Utah | 2004-2005 |
| Board Member | Janyce Wiebe | University of Pittsburgh | 2004-2005 |
| Barbara Di Eugenio | University of Illinois at Chicago | 2002-2004 |
| Ralph Grishman | New York University | 2002-2004 |
| Martha Palmer | University of Pennsylvania | 2002-2004 |
| Philip Resnik | University of Maryland | 2002-2004 |
| Daniel Jurafsky | University of Colorado | 2003-2005 |
| Claire Cardie | Cornell University | 2004-2006 |
| Lynette Hirschman | Mitre Corporation | 2004-2006 |
| Owen Rambow | Columbia University | 2004-2006 |
| Kathleen McCoy | University of Delaware | ACL Treasurer |