| Experiments | For each of the 500 observed tuples in the test-set we generated a pseudo-negative tuple by randomly sampling two noun phrases from the distribution of NPs in both corpora. |
| Experiments | (2007) we randomly sampled 100 inference rules. |
| Experiments | We randomly sampled 300 of these inferences to hand-label. |
| Conclusion and Future Work | The experimental results show that verb and verb phrase classification method is reasonably accurate with 91% precision and 78% recall with manually constructed gold standard consisting of 80 verbs and 82% accuracy for a random sample of all the WordNet entries. |
| Experience Detection | We randomly sampled l,000 sentences4 and asked three annotators to judge whether or not individual sentences are considered containing an experience based on our definition. |
| Lexicon Construction | We randomly sampled 200 items and examined how accurately the classification was done. |