| 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 | Ellen Riloff | University of Utah | 2004-2005 |
| Board Member | Janyce Wiebe | University of Pittsburgh | 2004-2005 |
| Board Member | Andy Kehler | University of California, San Diego | 2005-2006 |
| Board Member | Evelyne Tzoukermann | StreamSage Inc. | 2005-2006 |
| Daniel Jurafsky | University of Colorado | 2003-2005 | (chair) |
| Claire Cardie | Cornell University | 2004-2006 | |
| Lynette Hirschman | Mitre Corporation | 2004-2006 | |
| Owen Rambow | Columbia University | 2004-2006 | |
| Dekang Lin | University of Alberta | 2005-2007 | |
| Robert Frederking | Carnegie Mellon University | 2005-2007 |
| Kathleen McCoy | University of Delaware | ACL Treasurer |