- ClearForest semantic web service: they want you to do a mashup using their IE technology and potentially win some money.
- Agnostic Learning vs. Prior Knowledge challenge: can you do better machine learning if you know something about your data. There's at least one data set in there that's text related. There are workshops at NIPS and IJCNN.
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