Abstract
SenseClusters is a freely available word sense discrimination system that takes a purely unsupervised clustering approach. It uses no knowledge other than what is available in a raw unstructured corpus, and clusters instances of a given target word based only on their mutual contextual similarities. It is a complete system that provides support for feature selection from large corpora, several different context representation schemes, various clustering algorithms, and evaluation of the discovered clusters.
| Original language | English (US) |
|---|---|
| Title of host publication | Proceedings - Nineteenth National Conference on Artificial Intelligence (AAAI-04) |
| Subtitle of host publication | Sixteenth Innovative Applications of Artificial Intelligence Conference (IAAI-2004) |
| Pages | 1030-1031 |
| Number of pages | 2 |
| State | Published - Dec 9 2004 |
| Event | Proceedings - Nineteenth National Conference on Artificial Intelligence (AAAI-2004): Sixteenth Innovative Applications of Artificial Intelligence Conference (IAAI-2004) - San Jose, CA, United States Duration: Jul 25 2004 → Jul 29 2004 |
Other
| Other | Proceedings - Nineteenth National Conference on Artificial Intelligence (AAAI-2004): Sixteenth Innovative Applications of Artificial Intelligence Conference (IAAI-2004) |
|---|---|
| Country/Territory | United States |
| City | San Jose, CA |
| Period | 7/25/04 → 7/29/04 |