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Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain
Our experiments on real scenario production data show that this method of fine tuning improves the downstream text classification tasks as compared to fine tuning only on domain specific text.
Empirical Study of Multi-level Convolution Models for IR Based on Representations and Interactions
Deep learning models have been employed to perform IR tasks and have shown competitive results.
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