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. 2022 Jul 27;7:863126. doi: 10.3389/frma.2022.863126

Table 24.

Predictions for the next 5 years (2021–2025).

Rank Observed 2019 Observed 2020 Prediction 2021 Prediction 2022 Prediction 2023 Prediction 2024 Prediction 2025
1 Dataset Dataset Dataset Dataset Dataset Dataset Dataset
2 Embedding Embedding Embedding Embedding BERT BERT BERT
3 Encoder BERT BERT BERT Embedding Embedding Embedding
4 LSTM Annotation Encoder Annotation Encoder Annotation Transformer
5 Decoder Encoder Transformer Encoder Transformer Transformer Encoder
6 LM LM LM transformer LM Encoder LM
7 Metric Transformer Annotation LM Annotation LM Annotation
8 BERT SR Metric Metric Metric Metric Metric
9 SR Metric SR SR SR SR SR
10 Annotation LSTM Decoder Decoder Decoder Annotator Decoder

Predictions are marked in green.