Simple Neologism Based Domain Independent Models to Predict Year of Authorship (C18-1)
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| Challenge: | Using domain independent models, we date documents based only on neologism usage patterns . nasa models use only 200 input features, compared to state of the art models using 200K features. |
| Approach: | They propose domain independent models to date documents based only on neologism usage patterns. |
| Outcome: | The proposed models can generalize to various domains like News, Fiction, and Non-Fiction with competitive performance. |
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