Papers with automated event identification
Handling Extreme Class Imbalance in Technical Logbook Datasets (2021.acl-long)
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| Challenge: | Technical logbooks are a challenging and under-explored text type in automated event identification. |
| Approach: | They propose a feedback strategy that resamples the training data based on its error in the prediction process. |
| Outcome: | The proposed approach provides the best results for four different neural network models trained across a suite of technical logbook datasets from distinct technical domains. |