Papers by Raghav Mani
BioMegatron: Larger Biomedical Domain Language Model (2020.emnlp-main)
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Hoo-Chang Shin, Yang Zhang, Evelina Bakhturina, Raul Puri, Mostofa Patwary, Mohammad Shoeybi, Raghav Mani
| Challenge: | Existing studies on domain language models do not study the factors affecting performance on domain languages. |
| Approach: | They empirically evaluate factors that can affect performance on domain language applications . sub-word vocabulary set, model size, pre-training corpus, and domain transfer are important . |
| Outcome: | The results show language models trained on biomedical text perform better on biomedicine benchmarks than those trained on general domain text corpora. |